Merge pull request #2476 from open-webui/dev

0.2.0

.env.example

@@ -10,8 +10,4 @@ OPENAI_API_KEY=''
 # DO NOT TRACK
 SCARF_NO_ANALYTICS=true
 DO_NOT_TRACK=true
-ANONYMIZED_TELEMETRY=false
+ANONYMIZED_TELEMETRY=false
-
-# Use locally bundled version of the LiteLLM cost map json
-# to avoid repetitive startup connections
-LITELLM_LOCAL_MODEL_COST_MAP="True"

.github/workflows/build-release.yml

@@ -11,7 +11,7 @@ jobs:
 
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v2
+      uses: actions/checkout@v4
 
     - name: Check for changes in package.json
       run: |
@@ -36,7 +36,7 @@ jobs:
         echo "::set-output name=content::$CHANGELOG_ESCAPED"
 
     - name: Create GitHub release
-      uses: actions/github-script@v5
+      uses: actions/github-script@v7
       with:
         github-token: ${{ secrets.GITHUB_TOKEN }}
         script: |
@@ -51,7 +51,7 @@ jobs:
           console.log(`Created release ${release.data.html_url}`)
 
     - name: Upload package to GitHub release
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: package
         path: .

.github/workflows/deploy-to-hf-spaces.yml

@@ -0,0 +1,59 @@
+name: Deploy to HuggingFace Spaces
+
+on:
+  push:
+    branches:
+      - dev
+      - main
+  workflow_dispatch:
+
+jobs:
+  check-secret:
+    runs-on: ubuntu-latest
+    outputs:
+      token-set: ${{ steps.check-key.outputs.defined }}
+    steps:
+      - id: check-key
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        if: "${{ env.HF_TOKEN != '' }}"
+        run: echo "defined=true" >> $GITHUB_OUTPUT
+
+  deploy:
+    runs-on: ubuntu-latest
+    needs: [check-secret]
+    if: needs.check-secret.outputs.token-set == 'true'
+    env:
+      HF_TOKEN: ${{ secrets.HF_TOKEN }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+
+      - name: Remove git history
+        run: rm -rf .git
+
+      - name: Prepend YAML front matter to README.md
+        run: |
+          echo "---" > temp_readme.md
+          echo "title: Open WebUI" >> temp_readme.md
+          echo "emoji: 🐳" >> temp_readme.md
+          echo "colorFrom: purple" >> temp_readme.md
+          echo "colorTo: gray" >> temp_readme.md
+          echo "sdk: docker" >> temp_readme.md
+          echo "app_port: 8080" >> temp_readme.md
+          echo "---" >> temp_readme.md
+          cat README.md >> temp_readme.md
+          mv temp_readme.md README.md
+
+      - name: Configure git
+        run: |
+          git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com"
+          git config --global user.name "github-actions[bot]"
+      - name: Set up Git and push to Space
+        run: |
+          git init --initial-branch=main
+          git lfs track "*.ttf"
+          rm demo.gif
+          git add .
+          git commit -m "GitHub deploy: ${{ github.sha }}"
+          git push --force https://open-webui:${HF_TOKEN}@huggingface.co/spaces/open-webui/open-webui main

.github/workflows/docker-build.yaml

@@ -84,6 +84,8 @@ jobs:
           outputs: type=image,name=${{ env.FULL_IMAGE_NAME }},push-by-digest=true,name-canonical=true,push=true
           cache-from: type=registry,ref=${{ steps.cache-meta.outputs.tags }}
           cache-to: type=registry,ref=${{ steps.cache-meta.outputs.tags }},mode=max
+          build-args: |
+            BUILD_HASH=${{ github.sha }}
 
       - name: Export digest
         run: |
@@ -170,7 +172,9 @@ jobs:
           outputs: type=image,name=${{ env.FULL_IMAGE_NAME }},push-by-digest=true,name-canonical=true,push=true
           cache-from: type=registry,ref=${{ steps.cache-meta.outputs.tags }}
           cache-to: type=registry,ref=${{ steps.cache-meta.outputs.tags }},mode=max
-          build-args: USE_CUDA=true
+          build-args: |
+            BUILD_HASH=${{ github.sha }}
+            USE_CUDA=true
 
       - name: Export digest
         run: |
@@ -257,7 +261,9 @@ jobs:
           outputs: type=image,name=${{ env.FULL_IMAGE_NAME }},push-by-digest=true,name-canonical=true,push=true
           cache-from: type=registry,ref=${{ steps.cache-meta.outputs.tags }}
           cache-to: type=registry,ref=${{ steps.cache-meta.outputs.tags }},mode=max
-          build-args: USE_OLLAMA=true
+          build-args: |
+            BUILD_HASH=${{ github.sha }}
+            USE_OLLAMA=true
 
       - name: Export digest
         run: |

.github/workflows/format-backend.yaml

@@ -23,7 +23,7 @@ jobs:
       - uses: actions/checkout@v4
 
       - name: Set up Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
 

.github/workflows/format-build-frontend.yaml

@@ -19,7 +19,7 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Setup Node.js
-        uses: actions/setup-node@v3
+        uses: actions/setup-node@v4
         with:
           node-version: '20' # Or specify any other version you want to use
 

.github/workflows/integration-test.yml

@@ -20,7 +20,11 @@ jobs:
 
       - name: Build and run Compose Stack
         run: |
-          docker compose --file docker-compose.yaml --file docker-compose.api.yaml up --detach --build
+          docker compose \
+            --file docker-compose.yaml \
+            --file docker-compose.api.yaml \
+            --file docker-compose.a1111-test.yaml \
+            up --detach --build
           
       - name: Wait for Ollama to be up
         timeout-minutes: 5
@@ -95,7 +99,7 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Set up Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
 

.github/workflows/release-pypi.yml

@@ -0,0 +1,31 @@
+name: Release to PyPI
+
+on:
+  push:
+    branches:
+      - main # or whatever branch you want to use
+
+jobs:
+  release:
+    runs-on: ubuntu-latest
+    environment:
+      name: pypi
+      url: https://pypi.org/p/open-webui
+    permissions:
+      id-token: write
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 18
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.11
+      - name: Build
+        run: |
+          python -m pip install --upgrade pip
+          pip install build
+          python -m build .
+      - name: Publish package distributions to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1

CHANGELOG.md

@@ -5,6 +5,46 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.2.0] - 2024-06-01
+
+### Added
+
+- **🔧 Pipelines Support**: Open WebUI now includes a plugin framework for enhanced customization and functionality (https://github.com/open-webui/pipelines). Easily add custom logic and integrate Python libraries, from AI agents to home automation APIs.
+- **🔗 Function Calling via Pipelines**: Integrate function calling seamlessly through Pipelines.
+- **⚖️ User Rate Limiting via Pipelines**: Implement user-specific rate limits to manage API usage efficiently.
+- **📊 Usage Monitoring with Langfuse**: Track and analyze usage statistics with Langfuse integration through Pipelines.
+- **🕒 Conversation Turn Limits**: Set limits on conversation turns to manage interactions better through Pipelines.
+- **🛡️ Toxic Message Filtering**: Automatically filter out toxic messages to maintain a safe environment using Pipelines.
+- **🔍 Web Search Support**: Introducing built-in web search capabilities via RAG API, allowing users to search using SearXNG, Google Programmatic Search Engine, Brave Search, serpstack, and serper. Activate it effortlessly by adding necessary variables from Document settings > Web Params.
+- **🗂️ Models Workspace**: Create and manage model presets for both Ollama/OpenAI API. Note: The old Modelfiles workspace is deprecated.
+- **🛠️ Model Builder Feature**: Build and edit all models with persistent builder mode.
+- **🏷️ Model Tagging Support**: Organize models with tagging features in the models workspace.
+- **📋 Model Ordering Support**: Effortlessly organize models by dragging and dropping them into the desired positions within the models workspace.
+- **📈 OpenAI Generation Stats**: Access detailed generation statistics for OpenAI models.
+- **📅 System Prompt Variables**: New variables added: '{{CURRENT_DATE}}' and '{{USER_NAME}}' for dynamic prompts.
+- **📢 Global Banner Support**: Manage global banners from admin settings > banners.
+- **🗃️ Enhanced Archived Chats Modal**: Search and export archived chats easily.
+- **📂 Archive All Button**: Quickly archive all chats from settings > chats.
+- **🌐 Improved Translations**: Added and improved translations for French, Croatian, Cebuano, and Vietnamese.
+
+### Fixed
+
+- **🔍 Archived Chats Visibility**: Resolved issue with archived chats not showing in the admin panel.
+- **💬 Message Styling**: Fixed styling issues affecting message appearance.
+- **🔗 Shared Chat Responses**: Corrected the issue where shared chat response messages were not readonly.
+- **🖥️ UI Enhancement**: Fixed the scrollbar overlapping issue with the message box in the user interface.
+
+### Changed
+
+- **💾 User Settings Storage**: User settings are now saved on the backend, ensuring consistency across all devices.
+- **📡 Unified API Requests**: The API request for getting models is now unified to '/api/models' for easier usage.
+- **🔄 Versioning Update**: Our versioning will now follow the format 0.x for major updates and 0.x.y for patches.
+- **📦 Export All Chats (All Users)**: Moved this functionality to the Admin Panel settings for better organization and accessibility.
+
+### Removed
+
+- **🚫 Bundled LiteLLM Support Deprecated**: Migrate your LiteLLM config.yaml to a self-hosted LiteLLM instance. LiteLLM can still be added via OpenAI Connections. Download the LiteLLM config.yaml from admin settings > database > export LiteLLM config.yaml.
+
 ## [0.1.125] - 2024-05-19
 
 ### Added

CODE_OF_CONDUCT.md

@@ -28,6 +28,7 @@ Examples of unacceptable behavior include:
 - Public or private harassment
 - Publishing others' private information, such as a physical or email address, without their explicit permission
 - **Spamming of any kind**
+- Aggressive sales tactics targeting our community members are strictly prohibited. You can mention your product if it's relevant to the discussion, but under no circumstances should you push it forcefully
 - Other conduct which could reasonably be considered inappropriate in a professional setting
 
 ## Enforcement Responsibilities
@@ -59,6 +60,7 @@ Community leaders will follow these Community Impact Guidelines in determining t
 **Community Impact**: Repeated or severe violations of community standards, including sustained inappropriate behavior, harassment of an individual, or aggression toward or disparagement of classes of individuals.
 
 **Consequence**: A permanent ban from any sort of public interaction within the community.
+
 ## Attribution
 
 This Code of Conduct is adapted from the [Contributor Covenant][homepage],

Dockerfile

@@ -11,12 +11,14 @@ ARG USE_CUDA_VER=cu121
 # IMPORTANT: If you change the embedding model (sentence-transformers/all-MiniLM-L6-v2) and vice versa, you aren't able to use RAG Chat with your previous documents loaded in the WebUI! You need to re-embed them.
 ARG USE_EMBEDDING_MODEL=sentence-transformers/all-MiniLM-L6-v2
 ARG USE_RERANKING_MODEL=""
+ARG BUILD_HASH=dev-build
 # Override at your own risk - non-root configurations are untested
 ARG UID=0
 ARG GID=0
 
 ######## WebUI frontend ########
 FROM --platform=$BUILDPLATFORM node:21-alpine3.19 as build
+ARG BUILD_HASH
 
 WORKDIR /app
 
@@ -24,6 +26,7 @@ COPY package.json package-lock.json ./
 RUN npm ci
 
 COPY . .
+ENV APP_BUILD_HASH=${BUILD_HASH}
 RUN npm run build
 
 ######## WebUI backend ########
@@ -59,11 +62,6 @@ ENV OPENAI_API_KEY="" \
     DO_NOT_TRACK=true \
     ANONYMIZED_TELEMETRY=false
 
-# Use locally bundled version of the LiteLLM cost map json
-# to avoid repetitive startup connections
-ENV LITELLM_LOCAL_MODEL_COST_MAP="True"
-
-
 #### Other models #########################################################
 ## whisper TTS model settings ##
 ENV WHISPER_MODEL="base" \
@@ -83,10 +81,10 @@ WORKDIR /app/backend
 ENV HOME /root
 # Create user and group if not root
 RUN if [ $UID -ne 0 ]; then \
-      if [ $GID -ne 0 ]; then \
+    if [ $GID -ne 0 ]; then \
-        addgroup --gid $GID app; \
+    addgroup --gid $GID app; \
-      fi; \
+    fi; \
-      adduser --uid $UID --gid $GID --home $HOME --disabled-password --no-create-home app; \
+    adduser --uid $UID --gid $GID --home $HOME --disabled-password --no-create-home app; \
     fi
 
 RUN mkdir -p $HOME/.cache/chroma
@@ -132,7 +130,8 @@ RUN pip3 install uv && \
     uv pip install --system -r requirements.txt --no-cache-dir && \
     python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ['RAG_EMBEDDING_MODEL'], device='cpu')" && \
     python -c "import os; from faster_whisper import WhisperModel; WhisperModel(os.environ['WHISPER_MODEL'], device='cpu', compute_type='int8', download_root=os.environ['WHISPER_MODEL_DIR'])"; \
-    fi
+    fi; \
+    chown -R $UID:$GID /app/backend/data/
 
 
 
@@ -154,4 +153,7 @@ HEALTHCHECK CMD curl --silent --fail http://localhost:8080/health | jq -e '.stat
 
 USER $UID:$GID
 
+ARG BUILD_HASH
+ENV WEBUI_BUILD_VERSION=${BUILD_HASH}
+
 CMD [ "bash", "start.sh"]

README.md

@@ -15,93 +15,39 @@ Open WebUI is an extensible, feature-rich, and user-friendly self-hosted WebUI d
 
 ![Open WebUI Demo](./demo.gif)
 
-## Features ⭐
+## Key Features of Open WebUI ⭐
 
-- 🖥️ **Intuitive Interface**: Our chat interface takes inspiration from ChatGPT, ensuring a user-friendly experience.
+- 🚀 **Effortless Setup**: Install seamlessly using Docker or Kubernetes (kubectl, kustomize or helm) for a hassle-free experience with support for both `:ollama` and `:cuda` tagged images.
 
-- 📱 **Responsive Design**: Enjoy a seamless experience on both desktop and mobile devices.
+- 🤝 **Ollama/OpenAI API Integration**: Effortlessly integrate OpenAI-compatible APIs for versatile conversations alongside Ollama models. Customize the OpenAI API URL to link with **LMStudio, GroqCloud, Mistral, OpenRouter, and more**.
 
-- ⚡ **Swift Responsiveness**: Enjoy fast and responsive performance.
+- 🧩 **Pipelines, Open WebUI Plugin Support**: Seamlessly integrate custom logic and Python libraries into Open WebUI using [Pipelines Plugin Framework](https://github.com/open-webui/pipelines). Launch your Pipelines instance, set the OpenAI URL to the Pipelines URL, and explore endless possibilities. [Examples](https://github.com/open-webui/pipelines/examples) include **Function Calling**, User **Rate Limiting** to control access, **Usage Monitoring** with tools like Langfuse, **Live Translation with LibreTranslate** for multilingual support, **Toxic Message Filtering** and much more.
 
-- 🚀 **Effortless Setup**: Install seamlessly using Docker or Kubernetes (kubectl, kustomize or helm) for a hassle-free experience.
+- 📱 **Responsive Design**: Enjoy a seamless experience across Desktop PC, Laptop, and Mobile devices.
 
-- 🌈 **Theme Customization**: Choose from a variety of themes to personalize your Open WebUI experience.
+- 📱 **Progressive Web App (PWA) for Mobile**: Enjoy a native app-like experience on your mobile device with our PWA, providing offline access on localhost and a seamless user interface.
-
-- 💻 **Code Syntax Highlighting**: Enjoy enhanced code readability with our syntax highlighting feature.
 
 - ✒️🔢 **Full Markdown and LaTeX Support**: Elevate your LLM experience with comprehensive Markdown and LaTeX capabilities for enriched interaction.
 
-- 📚 **Local RAG Integration**: Dive into the future of chat interactions with the groundbreaking Retrieval Augmented Generation (RAG) support. This feature seamlessly integrates document interactions into your chat experience. You can load documents directly into the chat or add files to your document library, effortlessly accessing them using `#` command in the prompt. In its alpha phase, occasional issues may arise as we actively refine and enhance this feature to ensure optimal performance and reliability.
+- 🛠️ **Model Builder**: Easily create Ollama models via the Web UI. Create and add custom characters/agents, customize chat elements, and import models effortlessly through [Open WebUI Community](https://openwebui.com/) integration.
 
-- 🔍 **RAG Embedding Support**: Change the RAG embedding model directly in document settings, enhancing document processing. This feature supports Ollama and OpenAI models.
+- 📚 **Local RAG Integration**: Dive into the future of chat interactions with groundbreaking Retrieval Augmented Generation (RAG) support. This feature seamlessly integrates document interactions into your chat experience. You can load documents directly into the chat or add files to your document library, effortlessly accessing them using the `#` command before a query.
 
-- 🌐 **Web Browsing Capability**: Seamlessly integrate websites into your chat experience using the `#` command followed by the URL. This feature allows you to incorporate web content directly into your conversations, enhancing the richness and depth of your interactions.
+- 🔍 **Web Search for RAG**: Perform web searches using providers like `SearXNG`, `Google PSE`, `Brave Search`, `serpstack`, and `serper`, and inject the results directly into your chat experience.
 
-- 📜 **Prompt Preset Support**: Instantly access preset prompts using the `/` command in the chat input. Load predefined conversation starters effortlessly and expedite your interactions. Effortlessly import prompts through [Open WebUI Community](https://openwebui.com/) integration.
+- 🌐 **Web Browsing Capability**: Seamlessly integrate websites into your chat experience using the `#` command followed by a URL. This feature allows you to incorporate web content directly into your conversations, enhancing the richness and depth of your interactions.
 
-- 👍👎 **RLHF Annotation**: Empower your messages by rating them with thumbs up and thumbs down, followed by the option to provide textual feedback, facilitating the creation of datasets for Reinforcement Learning from Human Feedback (RLHF). Utilize your messages to train or fine-tune models, all while ensuring the confidentiality of locally saved data.
+- 🎨 **Image Generation Integration**: Seamlessly incorporate image generation capabilities using options such as AUTOMATIC1111 API or ComfyUI (local), and OpenAI's DALL-E (external), enriching your chat experience with dynamic visual content.
-
-- 🏷️ **Conversation Tagging**: Effortlessly categorize and locate specific chats for quick reference and streamlined data collection.
-
-- 📥🗑️ **Download/Delete Models**: Easily download or remove models directly from the web UI.
-
-- 🔄 **Update All Ollama Models**: Easily update locally installed models all at once with a convenient button, streamlining model management.
-
-- ⬆️ **GGUF File Model Creation**: Effortlessly create Ollama models by uploading GGUF files directly from the web UI. Streamlined process with options to upload from your machine or download GGUF files from Hugging Face.
-
-- 🤖 **Multiple Model Support**: Seamlessly switch between different chat models for diverse interactions.
-
-- 🔄 **Multi-Modal Support**: Seamlessly engage with models that support multimodal interactions, including images (e.g., LLava).
-
-- 🧩 **Modelfile Builder**: Easily create Ollama modelfiles via the web UI. Create and add characters/agents, customize chat elements, and import modelfiles effortlessly through [Open WebUI Community](https://openwebui.com/) integration.
 
 - ⚙️ **Many Models Conversations**: Effortlessly engage with various models simultaneously, harnessing their unique strengths for optimal responses. Enhance your experience by leveraging a diverse set of models in parallel.
 
-- 💬 **Collaborative Chat**: Harness the collective intelligence of multiple models by seamlessly orchestrating group conversations. Use the `@` command to specify the model, enabling dynamic and diverse dialogues within your chat interface. Immerse yourself in the collective intelligence woven into your chat environment.
-
-- 🗨️ **Local Chat Sharing**: Generate and share chat links seamlessly between users, enhancing collaboration and communication.
-
-- 🔄 **Regeneration History Access**: Easily revisit and explore your entire regeneration history.
-
-- 📜 **Chat History**: Effortlessly access and manage your conversation history.
-
-- 📬 **Archive Chats**: Effortlessly store away completed conversations with LLMs for future reference, maintaining a tidy and clutter-free chat interface while allowing for easy retrieval and reference.
-
-- 📤📥 **Import/Export Chat History**: Seamlessly move your chat data in and out of the platform.
-
-- 🗣️ **Voice Input Support**: Engage with your model through voice interactions; enjoy the convenience of talking to your model directly. Additionally, explore the option for sending voice input automatically after 3 seconds of silence for a streamlined experience.
-
-- 🔊 **Configurable Text-to-Speech Endpoint**: Customize your Text-to-Speech experience with configurable OpenAI endpoints.
-
-- ⚙️ **Fine-Tuned Control with Advanced Parameters**: Gain a deeper level of control by adjusting parameters such as temperature and defining your system prompts to tailor the conversation to your specific preferences and needs.
-
-- 🎨🤖 **Image Generation Integration**: Seamlessly incorporate image generation capabilities using options such as AUTOMATIC1111 API (local), ComfyUI (local), and DALL-E, enriching your chat experience with dynamic visual content.
-
-- 🤝 **OpenAI API Integration**: Effortlessly integrate OpenAI-compatible API for versatile conversations alongside Ollama models. Customize the API Base URL to link with **LMStudio, Mistral, OpenRouter, and more**.
-
-- ✨ **Multiple OpenAI-Compatible API Support**: Seamlessly integrate and customize various OpenAI-compatible APIs, enhancing the versatility of your chat interactions.
-
-- 🔑 **API Key Generation Support**: Generate secret keys to leverage Open WebUI with OpenAI libraries, simplifying integration and development.
-
-- 🔗 **External Ollama Server Connection**: Seamlessly link to an external Ollama server hosted on a different address by configuring the environment variable.
-
-- 🔀 **Multiple Ollama Instance Load Balancing**: Effortlessly distribute chat requests across multiple Ollama instances for enhanced performance and reliability.
-
-- 👥 **Multi-User Management**: Easily oversee and administer users via our intuitive admin panel, streamlining user management processes.
-
-- 🔗 **Webhook Integration**: Subscribe to new user sign-up events via webhook (compatible with Google Chat and Microsoft Teams), providing real-time notifications and automation capabilities.
-
-- 🛡️ **Model Whitelisting**: Admins can whitelist models for users with the 'user' role, enhancing security and access control.
-
-- 📧 **Trusted Email Authentication**: Authenticate using a trusted email header, adding an additional layer of security and authentication.
-
 - 🔐 **Role-Based Access Control (RBAC)**: Ensure secure access with restricted permissions; only authorized individuals can access your Ollama, and exclusive model creation/pulling rights are reserved for administrators.
 
-- 🔒 **Backend Reverse Proxy Support**: Bolster security through direct communication between Open WebUI backend and Ollama. This key feature eliminates the need to expose Ollama over LAN. Requests made to the '/ollama/api' route from the web UI are seamlessly redirected to Ollama from the backend, enhancing overall system security.
-
 - 🌐🌍 **Multilingual Support**: Experience Open WebUI in your preferred language with our internationalization (i18n) support. Join us in expanding our supported languages! We're actively seeking contributors!
 
-- 🌟 **Continuous Updates**: We are committed to improving Open WebUI with regular updates and new features.
+- 🌟 **Continuous Updates**: We are committed to improving Open WebUI with regular updates, fixes, and new features.
+
+Want to learn more about Open WebUI's features? Check out our [Open WebUI documentation](https://docs.openwebui.com/features) for a comprehensive overview!
 
 ## 🔗 Also Check Out Open WebUI Community!
 

backend/apps/litellm/main.py

@@ -1,379 +0,0 @@
-import sys
-from contextlib import asynccontextmanager
-
-from fastapi import FastAPI, Depends, HTTPException
-from fastapi.routing import APIRoute
-from fastapi.middleware.cors import CORSMiddleware
-
-import logging
-from fastapi import FastAPI, Request, Depends, status, Response
-from fastapi.responses import JSONResponse
-
-from starlette.middleware.base import BaseHTTPMiddleware, RequestResponseEndpoint
-from starlette.responses import StreamingResponse
-import json
-import time
-import requests
-
-from pydantic import BaseModel, ConfigDict
-from typing import Optional, List
-
-from utils.utils import get_verified_user, get_current_user, get_admin_user
-from config import SRC_LOG_LEVELS, ENV
-from constants import MESSAGES
-
-import os
-
-log = logging.getLogger(__name__)
-log.setLevel(SRC_LOG_LEVELS["LITELLM"])
-
-
-from config import (
-    ENABLE_LITELLM,
-    ENABLE_MODEL_FILTER,
-    MODEL_FILTER_LIST,
-    DATA_DIR,
-    LITELLM_PROXY_PORT,
-    LITELLM_PROXY_HOST,
-)
-
-import warnings
-
-warnings.simplefilter("ignore")
-
-from litellm.utils import get_llm_provider
-
-import asyncio
-import subprocess
-import yaml
-
-
-@asynccontextmanager
-async def lifespan(app: FastAPI):
-    log.info("startup_event")
-    # TODO: Check config.yaml file and create one
-    asyncio.create_task(start_litellm_background())
-    yield
-
-
-app = FastAPI(lifespan=lifespan)
-
-origins = ["*"]
-
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=origins,
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-
-LITELLM_CONFIG_DIR = f"{DATA_DIR}/litellm/config.yaml"
-
-with open(LITELLM_CONFIG_DIR, "r") as file:
-    litellm_config = yaml.safe_load(file)
-
-
-app.state.ENABLE_MODEL_FILTER = ENABLE_MODEL_FILTER.value
-app.state.MODEL_FILTER_LIST = MODEL_FILTER_LIST.value
-
-
-app.state.ENABLE = ENABLE_LITELLM
-app.state.CONFIG = litellm_config
-
-# Global variable to store the subprocess reference
-background_process = None
-
-CONFLICT_ENV_VARS = [
-    # Uvicorn uses PORT, so LiteLLM might use it as well
-    "PORT",
-    # LiteLLM uses DATABASE_URL for Prisma connections
-    "DATABASE_URL",
-]
-
-
-async def run_background_process(command):
-    global background_process
-    log.info("run_background_process")
-
-    try:
-        # Log the command to be executed
-        log.info(f"Executing command: {command}")
-        # Filter environment variables known to conflict with litellm
-        env = {k: v for k, v in os.environ.items() if k not in CONFLICT_ENV_VARS}
-        # Execute the command and create a subprocess
-        process = await asyncio.create_subprocess_exec(
-            *command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, env=env
-        )
-        background_process = process
-        log.info("Subprocess started successfully.")
-
-        # Capture STDERR for debugging purposes
-        stderr_output = await process.stderr.read()
-        stderr_text = stderr_output.decode().strip()
-        if stderr_text:
-            log.info(f"Subprocess STDERR: {stderr_text}")
-
-        # log.info output line by line
-        async for line in process.stdout:
-            log.info(line.decode().strip())
-
-        # Wait for the process to finish
-        returncode = await process.wait()
-        log.info(f"Subprocess exited with return code {returncode}")
-    except Exception as e:
-        log.error(f"Failed to start subprocess: {e}")
-        raise  # Optionally re-raise the exception if you want it to propagate
-
-
-async def start_litellm_background():
-    log.info("start_litellm_background")
-    # Command to run in the background
-    command = [
-        "litellm",
-        "--port",
-        str(LITELLM_PROXY_PORT),
-        "--host",
-        LITELLM_PROXY_HOST,
-        "--telemetry",
-        "False",
-        "--config",
-        LITELLM_CONFIG_DIR,
-    ]
-
-    await run_background_process(command)
-
-
-async def shutdown_litellm_background():
-    log.info("shutdown_litellm_background")
-    global background_process
-    if background_process:
-        background_process.terminate()
-        await background_process.wait()  # Ensure the process has terminated
-        log.info("Subprocess terminated")
-        background_process = None
-
-
-@app.get("/")
-async def get_status():
-    return {"status": True}
-
-
-async def restart_litellm():
-    """
-    Endpoint to restart the litellm background service.
-    """
-    log.info("Requested restart of litellm service.")
-    try:
-        # Shut down the existing process if it is running
-        await shutdown_litellm_background()
-        log.info("litellm service shutdown complete.")
-
-        # Restart the background service
-
-        asyncio.create_task(start_litellm_background())
-        log.info("litellm service restart complete.")
-
-        return {
-            "status": "success",
-            "message": "litellm service restarted successfully.",
-        }
-    except Exception as e:
-        log.info(f"Error restarting litellm service: {e}")
-        raise HTTPException(
-            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail=str(e)
-        )
-
-
-@app.get("/restart")
-async def restart_litellm_handler(user=Depends(get_admin_user)):
-    return await restart_litellm()
-
-
-@app.get("/config")
-async def get_config(user=Depends(get_admin_user)):
-    return app.state.CONFIG
-
-
-class LiteLLMConfigForm(BaseModel):
-    general_settings: Optional[dict] = None
-    litellm_settings: Optional[dict] = None
-    model_list: Optional[List[dict]] = None
-    router_settings: Optional[dict] = None
-
-    model_config = ConfigDict(protected_namespaces=())
-
-
-@app.post("/config/update")
-async def update_config(form_data: LiteLLMConfigForm, user=Depends(get_admin_user)):
-    app.state.CONFIG = form_data.model_dump(exclude_none=True)
-
-    with open(LITELLM_CONFIG_DIR, "w") as file:
-        yaml.dump(app.state.CONFIG, file)
-
-    await restart_litellm()
-    return app.state.CONFIG
-
-
-@app.get("/models")
-@app.get("/v1/models")
-async def get_models(user=Depends(get_current_user)):
-
-    if app.state.ENABLE:
-        while not background_process:
-            await asyncio.sleep(0.1)
-
-        url = f"http://localhost:{LITELLM_PROXY_PORT}/v1"
-        r = None
-        try:
-            r = requests.request(method="GET", url=f"{url}/models")
-            r.raise_for_status()
-
-            data = r.json()
-
-            if app.state.ENABLE_MODEL_FILTER:
-                if user and user.role == "user":
-                    data["data"] = list(
-                        filter(
-                            lambda model: model["id"] in app.state.MODEL_FILTER_LIST,
-                            data["data"],
-                        )
-                    )
-
-            return data
-        except Exception as e:
-
-            log.exception(e)
-            error_detail = "Open WebUI: Server Connection Error"
-            if r is not None:
-                try:
-                    res = r.json()
-                    if "error" in res:
-                        error_detail = f"External: {res['error']}"
-                except:
-                    error_detail = f"External: {e}"
-
-            return {
-                "data": [
-                    {
-                        "id": model["model_name"],
-                        "object": "model",
-                        "created": int(time.time()),
-                        "owned_by": "openai",
-                    }
-                    for model in app.state.CONFIG["model_list"]
-                ],
-                "object": "list",
-            }
-    else:
-        return {
-            "data": [],
-            "object": "list",
-        }
-
-
-@app.get("/model/info")
-async def get_model_list(user=Depends(get_admin_user)):
-    return {"data": app.state.CONFIG["model_list"]}
-
-
-class AddLiteLLMModelForm(BaseModel):
-    model_name: str
-    litellm_params: dict
-
-    model_config = ConfigDict(protected_namespaces=())
-
-
-@app.post("/model/new")
-async def add_model_to_config(
-    form_data: AddLiteLLMModelForm, user=Depends(get_admin_user)
-):
-    try:
-        get_llm_provider(model=form_data.model_name)
-        app.state.CONFIG["model_list"].append(form_data.model_dump())
-
-        with open(LITELLM_CONFIG_DIR, "w") as file:
-            yaml.dump(app.state.CONFIG, file)
-
-        await restart_litellm()
-
-        return {"message": MESSAGES.MODEL_ADDED(form_data.model_name)}
-    except Exception as e:
-        print(e)
-        raise HTTPException(
-            status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail=str(e)
-        )
-
-
-class DeleteLiteLLMModelForm(BaseModel):
-    id: str
-
-
-@app.post("/model/delete")
-async def delete_model_from_config(
-    form_data: DeleteLiteLLMModelForm, user=Depends(get_admin_user)
-):
-    app.state.CONFIG["model_list"] = [
-        model
-        for model in app.state.CONFIG["model_list"]
-        if model["model_name"] != form_data.id
-    ]
-
-    with open(LITELLM_CONFIG_DIR, "w") as file:
-        yaml.dump(app.state.CONFIG, file)
-
-    await restart_litellm()
-
-    return {"message": MESSAGES.MODEL_DELETED(form_data.id)}
-
-
-@app.api_route("/{path:path}", methods=["GET", "POST", "PUT", "DELETE"])
-async def proxy(path: str, request: Request, user=Depends(get_verified_user)):
-    body = await request.body()
-
-    url = f"http://localhost:{LITELLM_PROXY_PORT}"
-
-    target_url = f"{url}/{path}"
-
-    headers = {}
-    # headers["Authorization"] = f"Bearer {key}"
-    headers["Content-Type"] = "application/json"
-
-    r = None
-
-    try:
-        r = requests.request(
-            method=request.method,
-            url=target_url,
-            data=body,
-            headers=headers,
-            stream=True,
-        )
-
-        r.raise_for_status()
-
-        # Check if response is SSE
-        if "text/event-stream" in r.headers.get("Content-Type", ""):
-            return StreamingResponse(
-                r.iter_content(chunk_size=8192),
-                status_code=r.status_code,
-                headers=dict(r.headers),
-            )
-        else:
-            response_data = r.json()
-            return response_data
-    except Exception as e:
-        log.exception(e)
-        error_detail = "Open WebUI: Server Connection Error"
-        if r is not None:
-            try:
-                res = r.json()
-                if "error" in res:
-                    error_detail = f"External: {res['error']['message'] if 'message' in res['error'] else res['error']}"
-            except:
-                error_detail = f"External: {e}"
-
-        raise HTTPException(
-            status_code=r.status_code if r else 500, detail=error_detail
-        )

backend/apps/ollama/main.py

@@ -29,8 +29,8 @@ import time
 from urllib.parse import urlparse
 from typing import Optional, List, Union
 
-
+from apps.webui.models.models import Models
-from apps.web.models.users import Users
+from apps.webui.models.users import Users
 from constants import ERROR_MESSAGES
 from utils.utils import (
     decode_token,
@@ -39,10 +39,13 @@ from utils.utils import (
     get_admin_user,
 )
 
+from utils.models import get_model_id_from_custom_model_id
+
 
 from config import (
     SRC_LOG_LEVELS,
     OLLAMA_BASE_URLS,
+    ENABLE_OLLAMA_API,
     ENABLE_MODEL_FILTER,
     MODEL_FILTER_LIST,
     UPLOAD_DIR,
@@ -67,6 +70,7 @@ app.state.config = AppConfig()
 app.state.config.ENABLE_MODEL_FILTER = ENABLE_MODEL_FILTER
 app.state.config.MODEL_FILTER_LIST = MODEL_FILTER_LIST
 
+app.state.config.ENABLE_OLLAMA_API = ENABLE_OLLAMA_API
 app.state.config.OLLAMA_BASE_URLS = OLLAMA_BASE_URLS
 app.state.MODELS = {}
 
@@ -96,6 +100,21 @@ async def get_status():
     return {"status": True}
 
 
+@app.get("/config")
+async def get_config(user=Depends(get_admin_user)):
+    return {"ENABLE_OLLAMA_API": app.state.config.ENABLE_OLLAMA_API}
+
+
+class OllamaConfigForm(BaseModel):
+    enable_ollama_api: Optional[bool] = None
+
+
+@app.post("/config/update")
+async def update_config(form_data: OllamaConfigForm, user=Depends(get_admin_user)):
+    app.state.config.ENABLE_OLLAMA_API = form_data.enable_ollama_api
+    return {"ENABLE_OLLAMA_API": app.state.config.ENABLE_OLLAMA_API}
+
+
 @app.get("/urls")
 async def get_ollama_api_urls(user=Depends(get_admin_user)):
     return {"OLLAMA_BASE_URLS": app.state.config.OLLAMA_BASE_URLS}
@@ -156,14 +175,23 @@ def merge_models_lists(model_lists):
 
 async def get_all_models():
     log.info("get_all_models()")
-    tasks = [fetch_url(f"{url}/api/tags") for url in app.state.config.OLLAMA_BASE_URLS]
-    responses = await asyncio.gather(*tasks)
 
-    models = {
+    if app.state.config.ENABLE_OLLAMA_API:
-        "models": merge_models_lists(
+        tasks = [
-            map(lambda response: response["models"] if response else None, responses)
+            fetch_url(f"{url}/api/tags") for url in app.state.config.OLLAMA_BASE_URLS
-        )
+        ]
-    }
+        responses = await asyncio.gather(*tasks)
+
+        models = {
+            "models": merge_models_lists(
+                map(
+                    lambda response: response["models"] if response else None, responses
+                )
+            )
+        }
+
+    else:
+        models = {"models": []}
 
     app.state.MODELS = {model["model"]: model for model in models["models"]}
 
@@ -191,6 +219,8 @@ async def get_ollama_tags(
         return models
     else:
         url = app.state.config.OLLAMA_BASE_URLS[url_idx]
+
+        r = None
         try:
             r = requests.request(method="GET", url=f"{url}/api/tags")
             r.raise_for_status()
@@ -242,6 +272,8 @@ async def get_ollama_versions(url_idx: Optional[int] = None):
             )
     else:
         url = app.state.config.OLLAMA_BASE_URLS[url_idx]
+
+        r = None
         try:
             r = requests.request(method="GET", url=f"{url}/api/version")
             r.raise_for_status()
@@ -278,6 +310,9 @@ async def pull_model(
 
     r = None
 
+    # Admin should be able to pull models from any source
+    payload = {**form_data.model_dump(exclude_none=True), "insecure": True}
+
     def get_request():
         nonlocal url
         nonlocal r
@@ -305,7 +340,7 @@ async def pull_model(
             r = requests.request(
                 method="POST",
                 url=f"{url}/api/pull",
-                data=form_data.model_dump_json(exclude_none=True).encode(),
+                data=json.dumps(payload),
                 stream=True,
             )
 
@@ -848,14 +883,93 @@ async def generate_chat_completion(
     user=Depends(get_verified_user),
 ):
 
+    log.debug(
+        "form_data.model_dump_json(exclude_none=True).encode(): {0} ".format(
+            form_data.model_dump_json(exclude_none=True).encode()
+        )
+    )
+
+    payload = {
+        **form_data.model_dump(exclude_none=True),
+    }
+
+    model_id = form_data.model
+    model_info = Models.get_model_by_id(model_id)
+
+    if model_info:
+        print(model_info)
+        if model_info.base_model_id:
+            payload["model"] = model_info.base_model_id
+
+        model_info.params = model_info.params.model_dump()
+
+        if model_info.params:
+            payload["options"] = {}
+
+            payload["options"]["mirostat"] = model_info.params.get("mirostat", None)
+            payload["options"]["mirostat_eta"] = model_info.params.get(
+                "mirostat_eta", None
+            )
+            payload["options"]["mirostat_tau"] = model_info.params.get(
+                "mirostat_tau", None
+            )
+            payload["options"]["num_ctx"] = model_info.params.get("num_ctx", None)
+
+            payload["options"]["repeat_last_n"] = model_info.params.get(
+                "repeat_last_n", None
+            )
+            payload["options"]["repeat_penalty"] = model_info.params.get(
+                "frequency_penalty", None
+            )
+
+            payload["options"]["temperature"] = model_info.params.get(
+                "temperature", None
+            )
+            payload["options"]["seed"] = model_info.params.get("seed", None)
+
+            payload["options"]["stop"] = (
+                [
+                    bytes(stop, "utf-8").decode("unicode_escape")
+                    for stop in model_info.params["stop"]
+                ]
+                if model_info.params.get("stop", None)
+                else None
+            )
+
+            payload["options"]["tfs_z"] = model_info.params.get("tfs_z", None)
+
+            payload["options"]["num_predict"] = model_info.params.get(
+                "max_tokens", None
+            )
+            payload["options"]["top_k"] = model_info.params.get("top_k", None)
+
+            payload["options"]["top_p"] = model_info.params.get("top_p", None)
+
+        if model_info.params.get("system", None):
+            # Check if the payload already has a system message
+            # If not, add a system message to the payload
+            if payload.get("messages"):
+                for message in payload["messages"]:
+                    if message.get("role") == "system":
+                        message["content"] = (
+                            model_info.params.get("system", None) + message["content"]
+                        )
+                        break
+                else:
+                    payload["messages"].insert(
+                        0,
+                        {
+                            "role": "system",
+                            "content": model_info.params.get("system", None),
+                        },
+                    )
+
     if url_idx == None:
-        model = form_data.model
+        if ":" not in payload["model"]:
+            payload["model"] = f"{payload['model']}:latest"
 
-        if ":" not in model:
+        if payload["model"] in app.state.MODELS:
-            model = f"{model}:latest"
+            url_idx = random.choice(app.state.MODELS[payload["model"]]["urls"])
-
-        if model in app.state.MODELS:
-            url_idx = random.choice(app.state.MODELS[model]["urls"])
         else:
             raise HTTPException(
                 status_code=400,
@@ -865,16 +979,12 @@ async def generate_chat_completion(
     url = app.state.config.OLLAMA_BASE_URLS[url_idx]
     log.info(f"url: {url}")
 
+    print(payload)
+
     r = None
 
-    log.debug(
-        "form_data.model_dump_json(exclude_none=True).encode(): {0} ".format(
-            form_data.model_dump_json(exclude_none=True).encode()
-        )
-    )
-
     def get_request():
-        nonlocal form_data
+        nonlocal payload
         nonlocal r
 
         request_id = str(uuid.uuid4())
@@ -883,7 +993,7 @@ async def generate_chat_completion(
 
             def stream_content():
                 try:
-                    if form_data.stream:
+                    if payload.get("stream", None):
                         yield json.dumps({"id": request_id, "done": False}) + "\n"
 
                     for chunk in r.iter_content(chunk_size=8192):
@@ -901,7 +1011,7 @@ async def generate_chat_completion(
             r = requests.request(
                 method="POST",
                 url=f"{url}/api/chat",
-                data=form_data.model_dump_json(exclude_none=True).encode(),
+                data=json.dumps(payload),
                 stream=True,
             )
 
@@ -957,14 +1067,62 @@ async def generate_openai_chat_completion(
     user=Depends(get_verified_user),
 ):
 
+    payload = {
+        **form_data.model_dump(exclude_none=True),
+    }
+
+    model_id = form_data.model
+    model_info = Models.get_model_by_id(model_id)
+
+    if model_info:
+        print(model_info)
+        if model_info.base_model_id:
+            payload["model"] = model_info.base_model_id
+
+        model_info.params = model_info.params.model_dump()
+
+        if model_info.params:
+            payload["temperature"] = model_info.params.get("temperature", None)
+            payload["top_p"] = model_info.params.get("top_p", None)
+            payload["max_tokens"] = model_info.params.get("max_tokens", None)
+            payload["frequency_penalty"] = model_info.params.get(
+                "frequency_penalty", None
+            )
+            payload["seed"] = model_info.params.get("seed", None)
+            payload["stop"] = (
+                [
+                    bytes(stop, "utf-8").decode("unicode_escape")
+                    for stop in model_info.params["stop"]
+                ]
+                if model_info.params.get("stop", None)
+                else None
+            )
+
+        if model_info.params.get("system", None):
+            # Check if the payload already has a system message
+            # If not, add a system message to the payload
+            if payload.get("messages"):
+                for message in payload["messages"]:
+                    if message.get("role") == "system":
+                        message["content"] = (
+                            model_info.params.get("system", None) + message["content"]
+                        )
+                        break
+                else:
+                    payload["messages"].insert(
+                        0,
+                        {
+                            "role": "system",
+                            "content": model_info.params.get("system", None),
+                        },
+                    )
+
     if url_idx == None:
-        model = form_data.model
+        if ":" not in payload["model"]:
+            payload["model"] = f"{payload['model']}:latest"
 
-        if ":" not in model:
+        if payload["model"] in app.state.MODELS:
-            model = f"{model}:latest"
+            url_idx = random.choice(app.state.MODELS[payload["model"]]["urls"])
-
-        if model in app.state.MODELS:
-            url_idx = random.choice(app.state.MODELS[model]["urls"])
         else:
             raise HTTPException(
                 status_code=400,
@@ -977,7 +1135,7 @@ async def generate_openai_chat_completion(
     r = None
 
     def get_request():
-        nonlocal form_data
+        nonlocal payload
         nonlocal r
 
         request_id = str(uuid.uuid4())
@@ -986,7 +1144,7 @@ async def generate_openai_chat_completion(
 
             def stream_content():
                 try:
-                    if form_data.stream:
+                    if payload.get("stream"):
                         yield json.dumps(
                             {"request_id": request_id, "done": False}
                         ) + "\n"
@@ -1006,7 +1164,7 @@ async def generate_openai_chat_completion(
             r = requests.request(
                 method="POST",
                 url=f"{url}/v1/chat/completions",
-                data=form_data.model_dump_json(exclude_none=True).encode(),
+                data=json.dumps(payload),
                 stream=True,
             )
 

backend/apps/openai/main.py

@@ -10,8 +10,8 @@ import logging
 
 from pydantic import BaseModel
 
-
+from apps.webui.models.models import Models
-from apps.web.models.users import Users
+from apps.webui.models.users import Users
 from constants import ERROR_MESSAGES
 from utils.utils import (
     decode_token,
@@ -53,7 +53,6 @@ app.state.config = AppConfig()
 app.state.config.ENABLE_MODEL_FILTER = ENABLE_MODEL_FILTER
 app.state.config.MODEL_FILTER_LIST = MODEL_FILTER_LIST
 
-
 app.state.config.ENABLE_OPENAI_API = ENABLE_OPENAI_API
 app.state.config.OPENAI_API_BASE_URLS = OPENAI_API_BASE_URLS
 app.state.config.OPENAI_API_KEYS = OPENAI_API_KEYS
@@ -185,13 +184,10 @@ async def speech(request: Request, user=Depends(get_verified_user)):
 async def fetch_url(url, key):
     timeout = aiohttp.ClientTimeout(total=5)
     try:
-        if key != "":
+        headers = {"Authorization": f"Bearer {key}"}
-            headers = {"Authorization": f"Bearer {key}"}
+        async with aiohttp.ClientSession(timeout=timeout) as session:
-            async with aiohttp.ClientSession(timeout=timeout) as session:
+            async with session.get(url, headers=headers) as response:
-                async with session.get(url, headers=headers) as response:
+                return await response.json()
-                    return await response.json()
-        else:
-            return None
     except Exception as e:
         # Handle connection error here
         log.error(f"Connection error: {e}")
@@ -199,14 +195,20 @@ async def fetch_url(url, key):
 
 
 def merge_models_lists(model_lists):
-    log.info(f"merge_models_lists {model_lists}")
+    log.debug(f"merge_models_lists {model_lists}")
     merged_list = []
 
     for idx, models in enumerate(model_lists):
         if models is not None and "error" not in models:
             merged_list.extend(
                 [
-                    {**model, "urlIdx": idx}
+                    {
+                        **model,
+                        "name": model.get("name", model["id"]),
+                        "owned_by": "openai",
+                        "openai": model,
+                        "urlIdx": idx,
+                    }
                     for model in models
                     if "api.openai.com"
                     not in app.state.config.OPENAI_API_BASE_URLS[idx]
@@ -217,7 +219,7 @@ def merge_models_lists(model_lists):
     return merged_list
 
 
-async def get_all_models():
+async def get_all_models(raw: bool = False):
     log.info("get_all_models()")
 
     if (
@@ -232,7 +234,10 @@ async def get_all_models():
         ]
 
         responses = await asyncio.gather(*tasks)
-        log.info(f"get_all_models:responses() {responses}")
+        log.debug(f"get_all_models:responses() {responses}")
+
+        if raw:
+            return responses
 
         models = {
             "data": merge_models_lists(
@@ -249,10 +254,10 @@ async def get_all_models():
             )
         }
 
-        log.info(f"models: {models}")
+        log.debug(f"models: {models}")
         app.state.MODELS = {model["id"]: model for model in models["data"]}
 
-        return models
+    return models
 
 
 @app.get("/models")
@@ -272,11 +277,16 @@ async def get_models(url_idx: Optional[int] = None, user=Depends(get_current_use
         return models
     else:
         url = app.state.config.OPENAI_API_BASE_URLS[url_idx]
+        key = app.state.config.OPENAI_API_KEYS[url_idx]
+
+        headers = {}
+        headers["Authorization"] = f"Bearer {key}"
+        headers["Content-Type"] = "application/json"
 
         r = None
 
         try:
-            r = requests.request(method="GET", url=f"{url}/models")
+            r = requests.request(method="GET", url=f"{url}/models", headers=headers)
             r.raise_for_status()
 
             response_data = r.json()
@@ -310,39 +320,107 @@ async def proxy(path: str, request: Request, user=Depends(get_verified_user)):
     body = await request.body()
     # TODO: Remove below after gpt-4-vision fix from Open AI
     # Try to decode the body of the request from bytes to a UTF-8 string (Require add max_token to fix gpt-4-vision)
+
+    payload = None
+
     try:
-        body = body.decode("utf-8")
+        if "chat/completions" in path:
-        body = json.loads(body)
+            body = body.decode("utf-8")
+            body = json.loads(body)
 
-        idx = app.state.MODELS[body.get("model")]["urlIdx"]
+            payload = {**body}
 
-        # Check if the model is "gpt-4-vision-preview" and set "max_tokens" to 4000
+            model_id = body.get("model")
-        # This is a workaround until OpenAI fixes the issue with this model
+            model_info = Models.get_model_by_id(model_id)
-        if body.get("model") == "gpt-4-vision-preview":
-            if "max_tokens" not in body:
-                body["max_tokens"] = 4000
-            log.debug("Modified body_dict:", body)
 
-        # Fix for ChatGPT calls failing because the num_ctx key is in body
+            if model_info:
-        if "num_ctx" in body:
+                print(model_info)
-            # If 'num_ctx' is in the dictionary, delete it
+                if model_info.base_model_id:
-            # Leaving it there generates an error with the
+                    payload["model"] = model_info.base_model_id
-            # OpenAI API (Feb 2024)
+
-            del body["num_ctx"]
+                model_info.params = model_info.params.model_dump()
+
+                if model_info.params:
+                    if model_info.params.get("temperature", None):
+                        payload["temperature"] = int(
+                            model_info.params.get("temperature")
+                        )
+
+                    if model_info.params.get("top_p", None):
+                        payload["top_p"] = int(model_info.params.get("top_p", None))
+
+                    if model_info.params.get("max_tokens", None):
+                        payload["max_tokens"] = int(
+                            model_info.params.get("max_tokens", None)
+                        )
+
+                    if model_info.params.get("frequency_penalty", None):
+                        payload["frequency_penalty"] = int(
+                            model_info.params.get("frequency_penalty", None)
+                        )
+
+                    if model_info.params.get("seed", None):
+                        payload["seed"] = model_info.params.get("seed", None)
+
+                    if model_info.params.get("stop", None):
+                        payload["stop"] = (
+                            [
+                                bytes(stop, "utf-8").decode("unicode_escape")
+                                for stop in model_info.params["stop"]
+                            ]
+                            if model_info.params.get("stop", None)
+                            else None
+                        )
+
+                if model_info.params.get("system", None):
+                    # Check if the payload already has a system message
+                    # If not, add a system message to the payload
+                    if payload.get("messages"):
+                        for message in payload["messages"]:
+                            if message.get("role") == "system":
+                                message["content"] = (
+                                    model_info.params.get("system", None)
+                                    + message["content"]
+                                )
+                                break
+                        else:
+                            payload["messages"].insert(
+                                0,
+                                {
+                                    "role": "system",
+                                    "content": model_info.params.get("system", None),
+                                },
+                            )
+            else:
+                pass
+
+            model = app.state.MODELS[payload.get("model")]
+
+            idx = model["urlIdx"]
+
+            if "pipeline" in model and model.get("pipeline"):
+                payload["user"] = {"name": user.name, "id": user.id}
+
+            # Check if the model is "gpt-4-vision-preview" and set "max_tokens" to 4000
+            # This is a workaround until OpenAI fixes the issue with this model
+            if payload.get("model") == "gpt-4-vision-preview":
+                if "max_tokens" not in payload:
+                    payload["max_tokens"] = 4000
+                log.debug("Modified payload:", payload)
+
+            # Convert the modified body back to JSON
+            payload = json.dumps(payload)
 
-        # Convert the modified body back to JSON
-        body = json.dumps(body)
     except json.JSONDecodeError as e:
         log.error("Error loading request body into a dictionary:", e)
 
+    print(payload)
+
     url = app.state.config.OPENAI_API_BASE_URLS[idx]
     key = app.state.config.OPENAI_API_KEYS[idx]
 
     target_url = f"{url}/{path}"
 
-    if key == "":
-        raise HTTPException(status_code=401, detail=ERROR_MESSAGES.API_KEY_NOT_FOUND)
-
     headers = {}
     headers["Authorization"] = f"Bearer {key}"
     headers["Content-Type"] = "application/json"
@@ -353,7 +431,7 @@ async def proxy(path: str, request: Request, user=Depends(get_verified_user)):
         r = requests.request(
             method=request.method,
             url=target_url,
-            data=body,
+            data=payload if payload else body,
             headers=headers,
             stream=True,
         )
@@ -376,6 +454,7 @@ async def proxy(path: str, request: Request, user=Depends(get_verified_user)):
         if r is not None:
             try:
                 res = r.json()
+                print(res)
                 if "error" in res:
                     error_detail = f"External: {res['error']['message'] if 'message' in res['error'] else res['error']}"
             except:

backend/apps/rag/main.py

@@ -11,7 +11,7 @@ from fastapi.middleware.cors import CORSMiddleware
 import os, shutil, logging, re
 
 from pathlib import Path
-from typing import List
+from typing import List, Union, Sequence
 
 from chromadb.utils.batch_utils import create_batches
 
@@ -46,7 +46,7 @@ import json
 
 import sentence_transformers
 
-from apps.web.models.documents import (
+from apps.webui.models.documents import (
     Documents,
     DocumentForm,
     DocumentResponse,
@@ -61,6 +61,14 @@ from apps.rag.utils import (
     query_collection_with_hybrid_search,
 )
 
+from apps.rag.search.brave import search_brave
+from apps.rag.search.google_pse import search_google_pse
+from apps.rag.search.main import SearchResult
+from apps.rag.search.searxng import search_searxng
+from apps.rag.search.serper import search_serper
+from apps.rag.search.serpstack import search_serpstack
+
+
 from utils.misc import (
     calculate_sha256,
     calculate_sha256_string,
@@ -95,6 +103,17 @@ from config import (
     RAG_TEMPLATE,
     ENABLE_RAG_LOCAL_WEB_FETCH,
     YOUTUBE_LOADER_LANGUAGE,
+    ENABLE_RAG_WEB_SEARCH,
+    RAG_WEB_SEARCH_ENGINE,
+    SEARXNG_QUERY_URL,
+    GOOGLE_PSE_API_KEY,
+    GOOGLE_PSE_ENGINE_ID,
+    BRAVE_SEARCH_API_KEY,
+    SERPSTACK_API_KEY,
+    SERPSTACK_HTTPS,
+    SERPER_API_KEY,
+    RAG_WEB_SEARCH_RESULT_COUNT,
+    RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
     AppConfig,
 )
 
@@ -134,6 +153,20 @@ app.state.config.YOUTUBE_LOADER_LANGUAGE = YOUTUBE_LOADER_LANGUAGE
 app.state.YOUTUBE_LOADER_TRANSLATION = None
 
 
+app.state.config.ENABLE_RAG_WEB_SEARCH = ENABLE_RAG_WEB_SEARCH
+app.state.config.RAG_WEB_SEARCH_ENGINE = RAG_WEB_SEARCH_ENGINE
+
+app.state.config.SEARXNG_QUERY_URL = SEARXNG_QUERY_URL
+app.state.config.GOOGLE_PSE_API_KEY = GOOGLE_PSE_API_KEY
+app.state.config.GOOGLE_PSE_ENGINE_ID = GOOGLE_PSE_ENGINE_ID
+app.state.config.BRAVE_SEARCH_API_KEY = BRAVE_SEARCH_API_KEY
+app.state.config.SERPSTACK_API_KEY = SERPSTACK_API_KEY
+app.state.config.SERPSTACK_HTTPS = SERPSTACK_HTTPS
+app.state.config.SERPER_API_KEY = SERPER_API_KEY
+app.state.config.RAG_WEB_SEARCH_RESULT_COUNT = RAG_WEB_SEARCH_RESULT_COUNT
+app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS = RAG_WEB_SEARCH_CONCURRENT_REQUESTS
+
+
 def update_embedding_model(
     embedding_model: str,
     update_model: bool = False,
@@ -201,6 +234,10 @@ class UrlForm(CollectionNameForm):
     url: str
 
 
+class SearchForm(CollectionNameForm):
+    query: str
+
+
 @app.get("/")
 async def get_status():
     return {
@@ -326,11 +363,26 @@ async def get_rag_config(user=Depends(get_admin_user)):
             "chunk_size": app.state.config.CHUNK_SIZE,
             "chunk_overlap": app.state.config.CHUNK_OVERLAP,
         },
-        "web_loader_ssl_verification": app.state.config.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION,
         "youtube": {
             "language": app.state.config.YOUTUBE_LOADER_LANGUAGE,
             "translation": app.state.YOUTUBE_LOADER_TRANSLATION,
         },
+        "web": {
+            "ssl_verification": app.state.config.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION,
+            "search": {
+                "enabled": app.state.config.ENABLE_RAG_WEB_SEARCH,
+                "engine": app.state.config.RAG_WEB_SEARCH_ENGINE,
+                "searxng_query_url": app.state.config.SEARXNG_QUERY_URL,
+                "google_pse_api_key": app.state.config.GOOGLE_PSE_API_KEY,
+                "google_pse_engine_id": app.state.config.GOOGLE_PSE_ENGINE_ID,
+                "brave_search_api_key": app.state.config.BRAVE_SEARCH_API_KEY,
+                "serpstack_api_key": app.state.config.SERPSTACK_API_KEY,
+                "serpstack_https": app.state.config.SERPSTACK_HTTPS,
+                "serper_api_key": app.state.config.SERPER_API_KEY,
+                "result_count": app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                "concurrent_requests": app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
+            },
+        },
     }
 
 
@@ -344,11 +396,30 @@ class YoutubeLoaderConfig(BaseModel):
     translation: Optional[str] = None
 
 
+class WebSearchConfig(BaseModel):
+    enabled: bool
+    engine: Optional[str] = None
+    searxng_query_url: Optional[str] = None
+    google_pse_api_key: Optional[str] = None
+    google_pse_engine_id: Optional[str] = None
+    brave_search_api_key: Optional[str] = None
+    serpstack_api_key: Optional[str] = None
+    serpstack_https: Optional[bool] = None
+    serper_api_key: Optional[str] = None
+    result_count: Optional[int] = None
+    concurrent_requests: Optional[int] = None
+
+
+class WebConfig(BaseModel):
+    search: WebSearchConfig
+    web_loader_ssl_verification: Optional[bool] = None
+
+
 class ConfigUpdateForm(BaseModel):
     pdf_extract_images: Optional[bool] = None
     chunk: Optional[ChunkParamUpdateForm] = None
-    web_loader_ssl_verification: Optional[bool] = None
     youtube: Optional[YoutubeLoaderConfig] = None
+    web: Optional[WebConfig] = None
 
 
 @app.post("/config/update")
@@ -359,35 +430,36 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_
         else app.state.config.PDF_EXTRACT_IMAGES
     )
 
-    app.state.config.CHUNK_SIZE = (
+    if form_data.chunk is not None:
-        form_data.chunk.chunk_size
+        app.state.config.CHUNK_SIZE = form_data.chunk.chunk_size
-        if form_data.chunk is not None
+        app.state.config.CHUNK_OVERLAP = form_data.chunk.chunk_overlap
-        else app.state.config.CHUNK_SIZE
-    )
 
-    app.state.config.CHUNK_OVERLAP = (
+    if form_data.youtube is not None:
-        form_data.chunk.chunk_overlap
+        app.state.config.YOUTUBE_LOADER_LANGUAGE = form_data.youtube.language
-        if form_data.chunk is not None
+        app.state.YOUTUBE_LOADER_TRANSLATION = form_data.youtube.translation
-        else app.state.config.CHUNK_OVERLAP
-    )
 
-    app.state.config.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION = (
+    if form_data.web is not None:
-        form_data.web_loader_ssl_verification
+        app.state.config.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION = (
-        if form_data.web_loader_ssl_verification != None
+            form_data.web.web_loader_ssl_verification
-        else app.state.config.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION
+        )
-    )
 
-    app.state.config.YOUTUBE_LOADER_LANGUAGE = (
+        app.state.config.ENABLE_RAG_WEB_SEARCH = form_data.web.search.enabled
-        form_data.youtube.language
+        app.state.config.RAG_WEB_SEARCH_ENGINE = form_data.web.search.engine
-        if form_data.youtube is not None
+        app.state.config.SEARXNG_QUERY_URL = form_data.web.search.searxng_query_url
-        else app.state.config.YOUTUBE_LOADER_LANGUAGE
+        app.state.config.GOOGLE_PSE_API_KEY = form_data.web.search.google_pse_api_key
-    )
+        app.state.config.GOOGLE_PSE_ENGINE_ID = (
-
+            form_data.web.search.google_pse_engine_id
-    app.state.YOUTUBE_LOADER_TRANSLATION = (
+        )
-        form_data.youtube.translation
+        app.state.config.BRAVE_SEARCH_API_KEY = (
-        if form_data.youtube is not None
+            form_data.web.search.brave_search_api_key
-        else app.state.YOUTUBE_LOADER_TRANSLATION
+        )
-    )
+        app.state.config.SERPSTACK_API_KEY = form_data.web.search.serpstack_api_key
+        app.state.config.SERPSTACK_HTTPS = form_data.web.search.serpstack_https
+        app.state.config.SERPER_API_KEY = form_data.web.search.serper_api_key
+        app.state.config.RAG_WEB_SEARCH_RESULT_COUNT = form_data.web.search.result_count
+        app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS = (
+            form_data.web.search.concurrent_requests
+        )
 
     return {
         "status": True,
@@ -396,11 +468,26 @@ async def update_rag_config(form_data: ConfigUpdateForm, user=Depends(get_admin_
             "chunk_size": app.state.config.CHUNK_SIZE,
             "chunk_overlap": app.state.config.CHUNK_OVERLAP,
         },
-        "web_loader_ssl_verification": app.state.config.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION,
         "youtube": {
             "language": app.state.config.YOUTUBE_LOADER_LANGUAGE,
             "translation": app.state.YOUTUBE_LOADER_TRANSLATION,
         },
+        "web": {
+            "ssl_verification": app.state.config.ENABLE_RAG_WEB_LOADER_SSL_VERIFICATION,
+            "search": {
+                "enabled": app.state.config.ENABLE_RAG_WEB_SEARCH,
+                "engine": app.state.config.RAG_WEB_SEARCH_ENGINE,
+                "searxng_query_url": app.state.config.SEARXNG_QUERY_URL,
+                "google_pse_api_key": app.state.config.GOOGLE_PSE_API_KEY,
+                "google_pse_engine_id": app.state.config.GOOGLE_PSE_ENGINE_ID,
+                "brave_search_api_key": app.state.config.BRAVE_SEARCH_API_KEY,
+                "serpstack_api_key": app.state.config.SERPSTACK_API_KEY,
+                "serpstack_https": app.state.config.SERPSTACK_HTTPS,
+                "serper_api_key": app.state.config.SERPER_API_KEY,
+                "result_count": app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                "concurrent_requests": app.state.config.RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
+            },
+        },
     }
 
 
@@ -589,24 +676,40 @@ def store_web(form_data: UrlForm, user=Depends(get_current_user)):
         )
 
 
-def get_web_loader(url: str, verify_ssl: bool = True):
+def get_web_loader(url: Union[str, Sequence[str]], verify_ssl: bool = True):
     # Check if the URL is valid
-    if isinstance(validators.url(url), validators.ValidationError):
+    if not validate_url(url):
         raise ValueError(ERROR_MESSAGES.INVALID_URL)
-    if not ENABLE_RAG_LOCAL_WEB_FETCH:
+    return WebBaseLoader(
-        # Local web fetch is disabled, filter out any URLs that resolve to private IP addresses
+        url,
-        parsed_url = urllib.parse.urlparse(url)
+        verify_ssl=verify_ssl,
-        # Get IPv4 and IPv6 addresses
+        requests_per_second=RAG_WEB_SEARCH_CONCURRENT_REQUESTS,
-        ipv4_addresses, ipv6_addresses = resolve_hostname(parsed_url.hostname)
+        continue_on_failure=True,
-        # Check if any of the resolved addresses are private
+    )
-        # This is technically still vulnerable to DNS rebinding attacks, as we don't control WebBaseLoader
+
-        for ip in ipv4_addresses:
+
-            if validators.ipv4(ip, private=True):
+def validate_url(url: Union[str, Sequence[str]]):
-                raise ValueError(ERROR_MESSAGES.INVALID_URL)
+    if isinstance(url, str):
-        for ip in ipv6_addresses:
+        if isinstance(validators.url(url), validators.ValidationError):
-            if validators.ipv6(ip, private=True):
+            raise ValueError(ERROR_MESSAGES.INVALID_URL)
-                raise ValueError(ERROR_MESSAGES.INVALID_URL)
+        if not ENABLE_RAG_LOCAL_WEB_FETCH:
-    return WebBaseLoader(url, verify_ssl=verify_ssl)
+            # Local web fetch is disabled, filter out any URLs that resolve to private IP addresses
+            parsed_url = urllib.parse.urlparse(url)
+            # Get IPv4 and IPv6 addresses
+            ipv4_addresses, ipv6_addresses = resolve_hostname(parsed_url.hostname)
+            # Check if any of the resolved addresses are private
+            # This is technically still vulnerable to DNS rebinding attacks, as we don't control WebBaseLoader
+            for ip in ipv4_addresses:
+                if validators.ipv4(ip, private=True):
+                    raise ValueError(ERROR_MESSAGES.INVALID_URL)
+            for ip in ipv6_addresses:
+                if validators.ipv6(ip, private=True):
+                    raise ValueError(ERROR_MESSAGES.INVALID_URL)
+        return True
+    elif isinstance(url, Sequence):
+        return all(validate_url(u) for u in url)
+    else:
+        return False
 
 
 def resolve_hostname(hostname):
@@ -620,6 +723,114 @@ def resolve_hostname(hostname):
     return ipv4_addresses, ipv6_addresses
 
 
+def search_web(engine: str, query: str) -> list[SearchResult]:
+    """Search the web using a search engine and return the results as a list of SearchResult objects.
+    Will look for a search engine API key in environment variables in the following order:
+    - SEARXNG_QUERY_URL
+    - GOOGLE_PSE_API_KEY + GOOGLE_PSE_ENGINE_ID
+    - BRAVE_SEARCH_API_KEY
+    - SERPSTACK_API_KEY
+    - SERPER_API_KEY
+
+    Args:
+        query (str): The query to search for
+    """
+
+    # TODO: add playwright to search the web
+    if engine == "searxng":
+        if app.state.config.SEARXNG_QUERY_URL:
+            return search_searxng(
+                app.state.config.SEARXNG_QUERY_URL,
+                query,
+                app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+            )
+        else:
+            raise Exception("No SEARXNG_QUERY_URL found in environment variables")
+    elif engine == "google_pse":
+        if (
+            app.state.config.GOOGLE_PSE_API_KEY
+            and app.state.config.GOOGLE_PSE_ENGINE_ID
+        ):
+            return search_google_pse(
+                app.state.config.GOOGLE_PSE_API_KEY,
+                app.state.config.GOOGLE_PSE_ENGINE_ID,
+                query,
+                app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+            )
+        else:
+            raise Exception(
+                "No GOOGLE_PSE_API_KEY or GOOGLE_PSE_ENGINE_ID found in environment variables"
+            )
+    elif engine == "brave":
+        if app.state.config.BRAVE_SEARCH_API_KEY:
+            return search_brave(
+                app.state.config.BRAVE_SEARCH_API_KEY,
+                query,
+                app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+            )
+        else:
+            raise Exception("No BRAVE_SEARCH_API_KEY found in environment variables")
+    elif engine == "serpstack":
+        if app.state.config.SERPSTACK_API_KEY:
+            return search_serpstack(
+                app.state.config.SERPSTACK_API_KEY,
+                query,
+                app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+                https_enabled=app.state.config.SERPSTACK_HTTPS,
+            )
+        else:
+            raise Exception("No SERPSTACK_API_KEY found in environment variables")
+    elif engine == "serper":
+        if app.state.config.SERPER_API_KEY:
+            return search_serper(
+                app.state.config.SERPER_API_KEY,
+                query,
+                app.state.config.RAG_WEB_SEARCH_RESULT_COUNT,
+            )
+        else:
+            raise Exception("No SERPER_API_KEY found in environment variables")
+    else:
+        raise Exception("No search engine API key found in environment variables")
+
+
+@app.post("/web/search")
+def store_web_search(form_data: SearchForm, user=Depends(get_current_user)):
+    try:
+        web_results = search_web(
+            app.state.config.RAG_WEB_SEARCH_ENGINE, form_data.query
+        )
+    except Exception as e:
+        log.exception(e)
+
+        print(e)
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.WEB_SEARCH_ERROR(e),
+        )
+
+    try:
+        urls = [result.link for result in web_results]
+        loader = get_web_loader(urls)
+        data = loader.load()
+
+        collection_name = form_data.collection_name
+        if collection_name == "":
+            collection_name = calculate_sha256_string(form_data.query)[:63]
+
+        store_data_in_vector_db(data, collection_name, overwrite=True)
+        return {
+            "status": True,
+            "collection_name": collection_name,
+            "filenames": urls,
+        }
+    except Exception as e:
+        log.exception(e)
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.DEFAULT(e),
+        )
+
+
 def store_data_in_vector_db(data, collection_name, overwrite: bool = False) -> bool:
 
     text_splitter = RecursiveCharacterTextSplitter(

backend/apps/rag/search/brave.py

@@ -0,0 +1,37 @@
+import logging
+
+import requests
+
+from apps.rag.search.main import SearchResult
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_brave(api_key: str, query: str, count: int) -> list[SearchResult]:
+    """Search using Brave's Search API and return the results as a list of SearchResult objects.
+
+    Args:
+        api_key (str): A Brave Search API key
+        query (str): The query to search for
+    """
+    url = "https://api.search.brave.com/res/v1/web/search"
+    headers = {
+        "Accept": "application/json",
+        "Accept-Encoding": "gzip",
+        "X-Subscription-Token": api_key,
+    }
+    params = {"q": query, "count": count}
+
+    response = requests.get(url, headers=headers, params=params)
+    response.raise_for_status()
+
+    json_response = response.json()
+    results = json_response.get("web", {}).get("results", [])
+    return [
+        SearchResult(
+            link=result["url"], title=result.get("title"), snippet=result.get("snippet")
+        )
+        for result in results[:count]
+    ]

backend/apps/rag/search/google_pse.py

@@ -0,0 +1,45 @@
+import json
+import logging
+
+import requests
+
+from apps.rag.search.main import SearchResult
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_google_pse(
+    api_key: str, search_engine_id: str, query: str, count: int
+) -> list[SearchResult]:
+    """Search using Google's Programmable Search Engine API and return the results as a list of SearchResult objects.
+
+    Args:
+        api_key (str): A Programmable Search Engine API key
+        search_engine_id (str): A Programmable Search Engine ID
+        query (str): The query to search for
+    """
+    url = "https://www.googleapis.com/customsearch/v1"
+
+    headers = {"Content-Type": "application/json"}
+    params = {
+        "cx": search_engine_id,
+        "q": query,
+        "key": api_key,
+        "num": count,
+    }
+
+    response = requests.request("GET", url, headers=headers, params=params)
+    response.raise_for_status()
+
+    json_response = response.json()
+    results = json_response.get("items", [])
+    return [
+        SearchResult(
+            link=result["link"],
+            title=result.get("title"),
+            snippet=result.get("snippet"),
+        )
+        for result in results
+    ]

backend/apps/rag/search/main.py

@@ -0,0 +1,9 @@
+from typing import Optional
+
+from pydantic import BaseModel
+
+
+class SearchResult(BaseModel):
+    link: str
+    title: Optional[str]
+    snippet: Optional[str]

backend/apps/rag/search/searxng.py

@@ -0,0 +1,44 @@
+import logging
+
+import requests
+
+from apps.rag.search.main import SearchResult
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_searxng(query_url: str, query: str, count: int) -> list[SearchResult]:
+    """Search a SearXNG instance for a query and return the results as a list of SearchResult objects.
+
+    Args:
+        query_url (str): The URL of the SearXNG instance to search. Must contain "<query>" as a placeholder
+        query (str): The query to search for
+    """
+    url = query_url.replace("<query>", query)
+    if "&format=json" not in url:
+        url += "&format=json"
+    log.debug(f"searching {url}")
+
+    r = requests.get(
+        url,
+        headers={
+            "User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) RAG Bot",
+            "Accept": "text/html",
+            "Accept-Encoding": "gzip, deflate",
+            "Accept-Language": "en-US,en;q=0.5",
+            "Connection": "keep-alive",
+        },
+    )
+    r.raise_for_status()
+
+    json_response = r.json()
+    results = json_response.get("results", [])
+    sorted_results = sorted(results, key=lambda x: x.get("score", 0), reverse=True)
+    return [
+        SearchResult(
+            link=result["url"], title=result.get("title"), snippet=result.get("content")
+        )
+        for result in sorted_results[:count]
+    ]

backend/apps/rag/search/serper.py

@@ -0,0 +1,39 @@
+import json
+import logging
+
+import requests
+
+from apps.rag.search.main import SearchResult
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_serper(api_key: str, query: str, count: int) -> list[SearchResult]:
+    """Search using serper.dev's API and return the results as a list of SearchResult objects.
+
+    Args:
+        api_key (str): A serper.dev API key
+        query (str): The query to search for
+    """
+    url = "https://google.serper.dev/search"
+
+    payload = json.dumps({"q": query})
+    headers = {"X-API-KEY": api_key, "Content-Type": "application/json"}
+
+    response = requests.request("POST", url, headers=headers, data=payload)
+    response.raise_for_status()
+
+    json_response = response.json()
+    results = sorted(
+        json_response.get("organic", []), key=lambda x: x.get("position", 0)
+    )
+    return [
+        SearchResult(
+            link=result["link"],
+            title=result.get("title"),
+            snippet=result.get("description"),
+        )
+        for result in results[:count]
+    ]

backend/apps/rag/search/serpstack.py

@@ -0,0 +1,43 @@
+import json
+import logging
+
+import requests
+
+from apps.rag.search.main import SearchResult
+from config import SRC_LOG_LEVELS
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["RAG"])
+
+
+def search_serpstack(
+    api_key: str, query: str, count: int, https_enabled: bool = True
+) -> list[SearchResult]:
+    """Search using serpstack.com's and return the results as a list of SearchResult objects.
+
+    Args:
+        api_key (str): A serpstack.com API key
+        query (str): The query to search for
+        https_enabled (bool): Whether to use HTTPS or HTTP for the API request
+    """
+    url = f"{'https' if https_enabled else 'http'}://api.serpstack.com/search"
+
+    headers = {"Content-Type": "application/json"}
+    params = {
+        "access_key": api_key,
+        "query": query,
+    }
+
+    response = requests.request("POST", url, headers=headers, params=params)
+    response.raise_for_status()
+
+    json_response = response.json()
+    results = sorted(
+        json_response.get("organic_results", []), key=lambda x: x.get("position", 0)
+    )
+    return [
+        SearchResult(
+            link=result["url"], title=result.get("title"), snippet=result.get("snippet")
+        )
+        for result in results[:count]
+    ]

backend/apps/rag/search/testdata/brave.json

@@ -0,0 +1,998 @@
+{
+	"query": {
+		"original": "python",
+		"show_strict_warning": false,
+		"is_navigational": true,
+		"is_news_breaking": false,
+		"spellcheck_off": true,
+		"country": "us",
+		"bad_results": false,
+		"should_fallback": false,
+		"postal_code": "",
+		"city": "",
+		"header_country": "",
+		"more_results_available": true,
+		"state": ""
+	},
+	"mixed": {
+		"type": "mixed",
+		"main": [
+			{
+				"type": "web",
+				"index": 0,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 1,
+				"all": false
+			},
+			{
+				"type": "news",
+				"all": true
+			},
+			{
+				"type": "web",
+				"index": 2,
+				"all": false
+			},
+			{
+				"type": "videos",
+				"all": true
+			},
+			{
+				"type": "web",
+				"index": 3,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 4,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 5,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 6,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 7,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 8,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 9,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 10,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 11,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 12,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 13,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 14,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 15,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 16,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 17,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 18,
+				"all": false
+			},
+			{
+				"type": "web",
+				"index": 19,
+				"all": false
+			}
+		],
+		"top": [],
+		"side": []
+	},
+	"news": {
+		"type": "news",
+		"results": [
+			{
+				"title": "Google lays off staff from Flutter, Dart and Python teams weeks before its developer conference | TechCrunch",
+				"url": "https://techcrunch.com/2024/05/01/google-lays-off-staff-from-flutter-dart-python-weeks-before-its-developer-conference/",
+				"is_source_local": false,
+				"is_source_both": false,
+				"description": "Google told TechCrunch that Flutter will have new updates to share at I/O this year.",
+				"page_age": "2024-05-02T17:40:05",
+				"family_friendly": true,
+				"meta_url": {
+					"scheme": "https",
+					"netloc": "techcrunch.com",
+					"hostname": "techcrunch.com",
+					"favicon": "https://imgs.search.brave.com/N6VSEVahheQOb7lqfb47dhUOB4XD-6sfQOP94sCe3Oo/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvZGI5Njk0Yzlk/YWM3ZWMwZjg1MTM1/NmIyMWEyNzBjZDZj/ZDQyNmFlNGU0NDRi/MDgyYjQwOGU0Y2Qy/ZWMwNWQ2ZC90ZWNo/Y3J1bmNoLmNvbS8",
+					"path": "› 2024  › 05  › 01  › google-lays-off-staff-from-flutter-dart-python-weeks-before-its-developer-conference"
+				},
+				"breaking": false,
+				"thumbnail": {
+					"src": "https://imgs.search.brave.com/gCI5UG8muOEOZDAx9vpu6L6r6R00mD7jOF08-biFoyQ/rs:fit:200:200:1/g:ce/aHR0cHM6Ly90ZWNo/Y3J1bmNoLmNvbS93/cC1jb250ZW50L3Vw/bG9hZHMvMjAxOC8x/MS9HZXR0eUltYWdl/cy0xMDAyNDg0NzQ2/LmpwZz9yZXNpemU9/MTIwMCw4MDA"
+				},
+				"age": "3 days ago",
+				"extra_snippets": [
+					"Ahead of Google’s annual I/O developer conference in May, the tech giant has laid off staff across key teams like Flutter, Dart, Python and others, according to reports from affected employees shared on social media. Google confirmed the layoffs to TechCrunch, but not the specific teams, roles or how many people were let go.",
+					"In a separate post on Reddit, another commenter noted the Python team affected by the layoffs were those who managed the internal Python runtimes and toolchains and worked with OSS Python. Included in this group were “multiple current and former core devs and steering council members,” they said.",
+					"Meanwhile, others shared on Y Combinator’s Hacker News, where a Python team member detailed their specific duties on the technical front and noted that, for years, much of the work was done with fewer than 10 people. Another Hacker News commenter said their early years on the Python team were spent paying down internal technical debt accumulated from not having a strong Python strategy.",
+					"CNBC reports that a total of 200 people were let go across Google’s “Core” teams, which included those working on Python, app platforms, and other engineering roles. Some jobs were being shifted to India and Mexico, it said, citing internal documents."
+				]
+			}
+		],
+		"mutated_by_goggles": false
+	},
+	"type": "search",
+	"videos": {
+		"type": "videos",
+		"results": [
+			{
+				"type": "video_result",
+				"url": "https://www.youtube.com/watch?v=b093aqAZiPU",
+				"title": "👩‍💻 Python for Beginners Tutorial - YouTube",
+				"description": "In this step-by-step Python for beginner's tutorial, learn how you can get started programming in Python. In this video, I assume that you are completely new...",
+				"age": "March 25, 2021",
+				"page_age": "2021-03-25T10:00:08",
+				"video": {},
+				"meta_url": {
+					"scheme": "https",
+					"netloc": "youtube.com",
+					"hostname": "www.youtube.com",
+					"favicon": "https://imgs.search.brave.com/Ux4Hee4evZhvjuTKwtapBycOGjGDci2Gvn2pbSzvbC0/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvOTkyZTZiMWU3/YzU3Nzc5YjExYzUy/N2VhZTIxOWNlYjM5/ZGVjN2MyZDY4Nzdh/ZDYzMTYxNmI5N2Rk/Y2Q3N2FkNy93d3cu/eW91dHViZS5jb20v",
+					"path": "› watch"
+				},
+				"thumbnail": {
+					"src": "https://imgs.search.brave.com/tZI4Do4_EYcTCsD_MvE3Jx8FzjIXwIJ5ZuKhwiWTyZs/rs:fit:200:200:1/g:ce/aHR0cHM6Ly9pLnl0/aW1nLmNvbS92aS9i/MDkzYXFBWmlQVS9t/YXhyZXNkZWZhdWx0/LmpwZw"
+				}
+			},
+			{
+				"type": "video_result",
+				"url": "https://www.youtube.com/watch?v=rfscVS0vtbw",
+				"title": "Learn Python - Full Course for Beginners [Tutorial] - YouTube",
+				"description": "This course will give you a full introduction into all of the core concepts in python. Follow along with the videos and you'll be a python programmer in no t...",
+				"age": "July 11, 2018",
+				"page_age": "2018-07-11T18:00:42",
+				"video": {},
+				"meta_url": {
+					"scheme": "https",
+					"netloc": "youtube.com",
+					"hostname": "www.youtube.com",
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+					"path": "› watch"
+				},
+				"thumbnail": {
+					"src": "https://imgs.search.brave.com/65zkx_kPU_zJb-4nmvvY-q5-ZZwzceChz-N00V8cqvk/rs:fit:200:200:1/g:ce/aHR0cHM6Ly9pLnl0/aW1nLmNvbS92aS9y/ZnNjVlMwdnRidy9t/YXhyZXNkZWZhdWx0/LmpwZw"
+				}
+			},
+			{
+				"type": "video_result",
+				"url": "https://www.youtube.com/watch?v=_uQrJ0TkZlc",
+				"title": "Python Tutorial - Python Full Course for Beginners - YouTube",
+				"description": "Become a Python pro! 🚀 This comprehensive tutorial takes you from beginner to hero, covering the basics, machine learning, and web development projects.🚀 W...",
+				"age": "February 18, 2019",
+				"page_age": "2019-02-18T15:00:08",
+				"video": {},
+				"meta_url": {
+					"scheme": "https",
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+					"hostname": "www.youtube.com",
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+					"path": "› watch"
+				},
+				"thumbnail": {
+					"src": "https://imgs.search.brave.com/Djiv1pXLq1ClqBSE_86jQnEYR8bW8UJP6Cs7LrgyQzQ/rs:fit:200:200:1/g:ce/aHR0cHM6Ly9pLnl0/aW1nLmNvbS92aS9f/dVFySjBUa1psYy9t/YXhyZXNkZWZhdWx0/LmpwZw"
+				}
+			},
+			{
+				"type": "video_result",
+				"url": "https://www.youtube.com/watch?v=wRKgzC-MhIc",
+				"title": "[] and {} vs list() and dict(), which is better?",
+				"description": "Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.",
+				"video": {},
+				"meta_url": {
+					"scheme": "https",
+					"netloc": "youtube.com",
+					"hostname": "www.youtube.com",
+					"favicon": "https://imgs.search.brave.com/Ux4Hee4evZhvjuTKwtapBycOGjGDci2Gvn2pbSzvbC0/rs:fit:32:32:1/g:ce/aHR0cDovL2Zhdmlj/b25zLnNlYXJjaC5i/cmF2ZS5jb20vaWNv/bnMvOTkyZTZiMWU3/YzU3Nzc5YjExYzUy/N2VhZTIxOWNlYjM5/ZGVjN2MyZDY4Nzdh/ZDYzMTYxNmI5N2Rk/Y2Q3N2FkNy93d3cu/eW91dHViZS5jb20v",
+					"path": "› watch"
+				},
+				"thumbnail": {
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+				}
+			},
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+				"type": "video_result",
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+				"title": "print() vs. return in Python Functions - YouTube",
+				"description": "In this video, you will learn the differences between the return statement and the print function when they are used inside Python functions. We will see an ...",
+				"age": "June 11, 2022",
+				"page_age": "2022-06-11T21:33:26",
+				"video": {},
+				"meta_url": {
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+					"path": "› watch"
+				},
+				"thumbnail": {
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+			},
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+				"url": "https://www.youtube.com/watch?v=AovxLr8jUH4",
+				"title": "Python Tutorial for Beginners 5 - Python print() and input() Function ...",
+				"description": "In this Video I am going to show How to use print() Function and input() Function in Python. In python The print() function is used to print the specified ...",
+				"age": "August 28, 2018",
+				"page_age": "2018-08-28T20:11:09",
+				"video": {},
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+					"path": "› watch"
+				},
+				"thumbnail": {
+					"src": "https://imgs.search.brave.com/nCoLEcWkKtiecprWbS6nufwGCaSbPH7o0-sMeIkFmjI/rs:fit:200:200:1/g:ce/aHR0cHM6Ly9pLnl0/aW1nLmNvbS92aS9B/b3Z4THI4alVINC9o/cWRlZmF1bHQuanBn"
+				}
+			}
+		],
+		"mutated_by_goggles": false
+	},
+	"web": {
+		"type": "search",
+		"results": [
+			{
+				"title": "Welcome to Python.org",
+				"url": "https://www.python.org",
+				"is_source_local": false,
+				"is_source_both": false,
+				"description": "The official home of the <strong>Python</strong> Programming Language",
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+					"Lists (known as arrays in other languages) are one of the compound data types that Python understands. Lists can be indexed, sliced and manipulated with other built-in functions. More about lists in Python 3",
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+					"Guido van Rossum began working on Python in the late 1980s as a successor to the ABC programming language and first released it in 1991 as Python 0.9.0. Python 2.0 was released in 2000. Python 3.0, released in 2008, was a major revision not completely backward-compatible with earlier versions. Python 2.7.18, released in 2020, was the last release of Python 2.",
+					"Python was invented in the late 1980s by Guido van Rossum at Centrum Wiskunde & Informatica (CWI) in the Netherlands as a successor to the ABC programming language, which was inspired by SETL, capable of exception handling and interfacing with the Amoeba operating system.",
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+					"It is one of the most efficient, dependable, and potent online compilers for the Python programming language. It is not necessary for you to bother about establishing a Python environment in your local. Now You can immediately execute the Python code in the web browser of your choice.",
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+					"Now You can immediately execute the Python code in the web browser of your choice. Using this Python editor is simple and quick to get up and running with. Simply type in the programme, and then press the RUN button! The code can be saved online by choosing the SHARE option, which also gives you the ability to access your code from any location providing you have internet access."
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+					"# Online Python compiler (interpreter) to run Python online. # Write Python 3 code in this online editor and run it. print(\"Try programiz.pro\")"
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+				"title": "input table name? - python script - KNIME Extensions - KNIME Community Forum",
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+				"description": "Hi, when running a <strong>python</strong> script node, I get the error seen on the screenshot Same happens with this code too: The script input is output from the csv reader node. How can I get the right name for that table? Best wishes, Dario",
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+					"Hi, when running a python script node, I get the error seen on the screenshot Same happens with this code too: The script input is output from the csv reader node. How can I get the right name for that table? …"
+				]
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+					"Difference between / vs. // operator in Python",
+					"Double Star or (**) is one of the Arithmetic Operator (Like +, -, *, **, /, //, %) in Python Language. It is also known as Power Operator.",
+					"The time complexity of the given Python program is O(n), where n is the number of key-value pairs in the input dictionary.",
+					"Inplace Operators in Python | Set 2 (ixor(), iand(), ipow(),…)"
+				]
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+					"r/Python: The official Python community for Reddit! Stay up to date with the latest news, packages, and meta information relating to the Python…",
+					"By default, Python allows you to import and use anything, anywhere. Over time, this results in modules that were intended to be separate getting tightly coupled together, and domain boundaries breaking down. We experienced this first-hand at a unicorn startup, where the eng team paused development for over a year in an attempt to split up packages into independent services.",
+					"Hello r/Python! It's time to share what you've been working on! Whether it's a work-in-progress, a completed masterpiece, or just a rough idea, let us know what you're up to!",
+					"Whether it's your job, your hobby, or your passion project, all Python-related work is welcome here."
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+					"You can pass many options to the configure script; run ./configure --help to find out more. On macOS case-insensitive file systems and on Cygwin, the executable is called python.exe; elsewhere it's just python.",
+					"Building a complete Python installation requires the use of various additional third-party libraries, depending on your build platform and configure options. Not all standard library modules are buildable or useable on all platforms. Refer to the Install dependencies section of the Developer Guide for current detailed information on dependencies for various Linux distributions and macOS.",
+					"To get an optimized build of Python, configure --enable-optimizations before you run make. This sets the default make targets up to enable Profile Guided Optimization (PGO) and may be used to auto-enable Link Time Optimization (LTO) on some platforms. For more details, see the sections below.",
+					"Copyright © 2001-2024 Python Software Foundation. All rights reserved."
+				]
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+					"You might have noticed that methods like insert, remove or sort that only modify the list have no return value printed – they return the default None. [1] This is a design principle for all mutable data structures in Python.",
+					"We saw that lists and strings have many common properties, such as indexing and slicing operations. They are two examples of sequence data types (see Sequence Types — list, tuple, range). Since Python is an evolving language, other sequence data types may be added. There is also another standard sequence data type: the tuple.",
+					"Python also includes a data type for sets. A set is an unordered collection with no duplicate elements. Basic uses include membership testing and eliminating duplicate entries. Set objects also support mathematical operations like union, intersection, difference, and symmetric difference.",
+					"Another useful data type built into Python is the dictionary (see Mapping Types — dict). Dictionaries are sometimes found in other languages as “associative memories” or “associative arrays”. Unlike sequences, which are indexed by a range of numbers, dictionaries are indexed by keys, which can be any immutable type; strings and numbers can always be keys."
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+					"Traceback (most recent call last): File \"/usr/lib/python3.12/importlib/metadata/__init__.py\", line 397, in from_name return next(cls.discover(name=name)) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ StopIteration During handling of the above exception, another exception occurred: Traceback (most recent call last): File \"/usr/bin/informant\", line 33, in <module> sys.exit(load_entry_point('informant==0.5.0', 'console_scripts', 'informant')()) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File \"/usr/bin/informant\", line 22, in importlib_load_entry_point for entry_point in distribution(dis"
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+					"Well organized and easy to understand Web building tutorials with lots of examples of how to use HTML, CSS, JavaScript, SQL, Python, PHP, Bootstrap, Java, XML and more.",
+					"HTML CSS JAVASCRIPT SQL PYTHON JAVA PHP HOW TO W3.CSS C C++ C# BOOTSTRAP REACT MYSQL JQUERY EXCEL XML DJANGO NUMPY PANDAS NODEJS R TYPESCRIPT ANGULAR GIT POSTGRESQL MONGODB ASP AI GO KOTLIN SASS VUE DSA GEN AI SCIPY AWS CYBERSECURITY DATA SCIENCE",
+					"Python Variables Variable Names Assign Multiple Values Output Variables Global Variables Variable Exercises Python Data Types Python Numbers Python Casting Python Strings",
+					"Python Strings Slicing Strings Modify Strings Concatenate Strings Format Strings Escape Characters String Methods String Exercises Python Booleans Python Operators Python Lists"
+				]
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+			{
+				"title": "bug: AUR package wants to use python but does not find any preset version · Issue #1740 · asdf-vm/asdf",
+				"url": "https://github.com/asdf-vm/asdf/issues/1740",
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+				"description": "Describe the Bug I am not sure why this is happening, I am trying to install tlpui from AUR and it fails, here are some logs to help: ==&gt; Making package: tlpui 2:1.6.5-1 (Mi 10 apr 2024 23:19:15 +0...",
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+					"==> Starting build()... No preset version installed for command python Please install a version by running one of the following: asdf install python 3.8 or add one of the following versions in your config file at /home/ferret/.tool-versions python 3.11.0 python 3.12.1 python 3.12.3 ==> ERROR: A failure occurred in build(). Aborting...",
+					"-> error making: tlpui-exit status 4 -> Failed to install the following packages. Manual intervention is required: tlpui - exit status 4 ferret@FX505DT in ~ $ cat /home/ferret/.tool-versions nodejs 21.6.0 python 3.12.3 ferret@FX505DT in ~ $ python -V Python 3.12.3 ferret@FX505DT in ~ $ which python /home/ferret/.asdf/shims/python",
+					"Describe the Bug I am not sure why this is happening, I am trying to install tlpui from AUR and it fails, here are some logs to help: ==> Making package: tlpui 2:1.6.5-1 (Mi 10 apr 2024 23:19:15 +0300) ==> Retrieving sources... -> Found ..."
+				]
+			},
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+					"Why are python.exe and python3.exe listed as App Installer? I assume that App Installer refers to installation of Microsoft Store / UWP apps, but if that's the case, then why are they called python.exe and python3.exe? Or are python.exe and python3.exe simply serving as aliases / pointers pointing to App Installer, which is itself a Microsoft Store App?",
+					"Or are python.exe and python3.exe simply serving as aliases / pointers pointing to App Installer, which is itself a Microsoft Store App? I wish to soon install Python, along with an integrated development editor (IDE), on my machine, so that I can code in Python.",
+					"I wish to soon install Python, along with an integrated development editor (IDE), on my machine, so that I can code in Python. But is a Python interpreter already on my computer as suggested, if obliquely, by the presence of python.exe and python3.exe? I kind of doubt it."
+				]
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+				"title": "Increment and Decrement Operators in Python?",
+				"url": "https://www.tutorialspoint.com/increment-and-decrement-operators-in-python",
+				"is_source_local": false,
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+				"extra_snippets": [
+					"Increment and Decrement Operators in Python - Python does not have unary increment/decrement operator (++/--). Instead to increment a value, usea += 1to decrement a value, use −a -= 1Example>>> a = 0 >>> >>> #Increment >>> a +=1 >>> >>> #Decrement >>> a -= 1 >>> >>> #value of a >>> a 0Python does not provide multiple ways to do the same thing",
+					"So what above statement means in python is: create an object of type int having value 1 and give the name a to it. The object is an instance of int having value 1 and the name a refers to it. The assigned name a and the object to which it refers are distinct.",
+					"Python does not provide multiple ways to do the same thing .",
+					"However, be careful if you are coming from a language like C, Python doesn’t have \"variables\" in the sense that C does, instead python uses names and objects and in python integers (int’s) are immutable."
+				]
+			},
+			{
+				"title": "Gumroad – How not to suck at Python / SideFX Houdini | CG Persia",
+				"url": "https://cgpersia.com/2024/05/gumroad-how-not-to-suck-at-python-sidefx-houdini-195370.html",
+				"is_source_local": false,
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+				"description": "Info: This course is made for artists or TD (technical director) willing to learn <strong>Python</strong> to improve their workflows inside SideFX Houdini, get faster in production and develop all the tools you always wished you had.",
+				"page_age": "2024-05-03T08:35:03",
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+					"Posted in: 2D, CG Releases, Downloads, Learning, Tutorials, Videos. Tagged: Gumroad, Python, Sidefx. Leave a Comment",
+					"01 – Python – Fundamentals Get the Fundamentals of python before starting the fun stuff ! 02 – Python Construction Part02 digging further into python concepts 03 – Houdini – Python Basics Applying some basic python in Houdini and starting to make tools !",
+					"02 – Python Construction Part02 digging further into python concepts 03 – Houdini – Python Basics Applying some basic python in Houdini and starting to make tools ! 04 – Houdini – Python Intermediate Applying some more advanced python in Houdini to make tools ! 05 – Houdini – Python Expert Using QtDesigner in combinaison with Houdini Python/Pyside to create advanced tools."
+				]
+			},
+			{
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+					"Whether it’s your first time programming or you’re a seasoned programmer, you’ll have to install or update Python every now and then --- or if necessary, uninstall it. In this article, you'll learn how to do just that.",
+					"Some systems come with Python, so to start off, we’ll first check to see if it’s installed on your system before we proceed. To do that, we’ll need to open a terminal. Since you might be new to programming, let’s go over how to open a terminal for Linux, Windows, and macOS.",
+					"Before we dive into setting up your system so you can program in Python, let’s talk terminal basics and benefits.",
+					"However, let’s focus on why we need it for working with Python. We use a terminal, or command line, to:"
+				]
+			}
+		],
+		"family_friendly": true
+	}
+}

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backend/apps/rag/search/testdata/searxng.json

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+{
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+				},
+				{
+					"label": "Developer",
+					"value": "Python Software Foundation, Guido van Rossum",
+					"entity": "P178"
+				},
+				{
+					"label": "Copyright license",
+					"value": "Python Software Foundation License",
+					"entity": "P275"
+				},
+				{
+					"label": "Programmed in",
+					"value": "C, Python",
+					"entity": "P277"
+				},
+				{
+					"label": "Software version identifier",
+					"value": "3.12.3, 3.13.0a6",
+					"entity": "P348"
+				}
+			],
+			"engine": "wikidata",
+			"engines": ["wikidata"]
+		}
+	],
+	"suggestions": [
+		"python turtle",
+		"micro python tutorial",
+		"python docs",
+		"python compiler",
+		"snapcraft python",
+		"micropython vs python",
+		"python online",
+		"python download"
+	],
+	"unresponsive_engines": []
+}

backend/apps/rag/search/testdata/serper.json

@@ -0,0 +1,190 @@
+{
+	"searchParameters": {
+		"q": "apple inc",
+		"gl": "us",
+		"hl": "en",
+		"autocorrect": true,
+		"page": 1,
+		"type": "search"
+	},
+	"knowledgeGraph": {
+		"title": "Apple",
+		"type": "Technology company",
+		"website": "http://www.apple.com/",
+		"imageUrl": "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQwGQRv5TjjkycpctY66mOg_e2-npacrmjAb6_jAWhzlzkFE3OTjxyzbA&s=0",
+		"description": "Apple Inc. is an American multinational technology company specializing in consumer electronics, software and online services headquartered in Cupertino, California, United States.",
+		"descriptionSource": "Wikipedia",
+		"descriptionLink": "https://en.wikipedia.org/wiki/Apple_Inc.",
+		"attributes": {
+			"Headquarters": "Cupertino, CA",
+			"CEO": "Tim Cook (Aug 24, 2011–)",
+			"Founded": "April 1, 1976, Los Altos, CA",
+			"Sales": "1 (800) 692-7753",
+			"Products": "iPhone, Apple Watch, iPad, and more",
+			"Founders": "Steve Jobs, Steve Wozniak, and Ronald Wayne",
+			"Subsidiaries": "Apple Store, Beats Electronics, Beddit, and more"
+		}
+	},
+	"organic": [
+		{
+			"title": "Apple",
+			"link": "https://www.apple.com/",
+			"snippet": "Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, ...",
+			"sitelinks": [
+				{
+					"title": "Support",
+					"link": "https://support.apple.com/"
+				},
+				{
+					"title": "iPhone",
+					"link": "https://www.apple.com/iphone/"
+				},
+				{
+					"title": "Apple makes business better.",
+					"link": "https://www.apple.com/business/"
+				},
+				{
+					"title": "Mac",
+					"link": "https://www.apple.com/mac/"
+				}
+			],
+			"position": 1
+		},
+		{
+			"title": "Apple Inc. - Wikipedia",
+			"link": "https://en.wikipedia.org/wiki/Apple_Inc.",
+			"snippet": "Apple Inc. is an American multinational technology company specializing in consumer electronics, software and online services headquartered in Cupertino, ...",
+			"attributes": {
+				"Products": "AirPods; Apple Watch; iPad; iPhone; Mac",
+				"Founders": "Steve Jobs; Steve Wozniak; Ronald Wayne",
+				"Founded": "April 1, 1976; 46 years ago in Los Altos, California, U.S",
+				"Industry": "Consumer electronics; Software services; Online services"
+			},
+			"sitelinks": [
+				{
+					"title": "History",
+					"link": "https://en.wikipedia.org/wiki/History_of_Apple_Inc."
+				},
+				{
+					"title": "Timeline of Apple Inc. products",
+					"link": "https://en.wikipedia.org/wiki/Timeline_of_Apple_Inc._products"
+				},
+				{
+					"title": "List of software by Apple Inc.",
+					"link": "https://en.wikipedia.org/wiki/List_of_software_by_Apple_Inc."
+				},
+				{
+					"title": "Apple Store",
+					"link": "https://en.wikipedia.org/wiki/Apple_Store"
+				}
+			],
+			"position": 2
+		},
+		{
+			"title": "Apple Inc. | History, Products, Headquarters, & Facts | Britannica",
+			"link": "https://www.britannica.com/topic/Apple-Inc",
+			"snippet": "Apple Inc., formerly Apple Computer, Inc., American manufacturer of personal computers, smartphones, tablet computers, computer peripherals, ...",
+			"date": "Aug 31, 2022",
+			"attributes": {
+				"Related People": "Steve Jobs Steve Wozniak Jony Ive Tim Cook Angela Ahrendts",
+				"Date": "1976 - present",
+				"Areas Of Involvement": "peripheral device"
+			},
+			"position": 3
+		},
+		{
+			"title": "AAPL: Apple Inc Stock Price Quote - NASDAQ GS - Bloomberg.com",
+			"link": "https://www.bloomberg.com/quote/AAPL:US",
+			"snippet": "Stock analysis for Apple Inc (AAPL:NASDAQ GS) including stock price, stock chart, company news, key statistics, fundamentals and company profile.",
+			"position": 4
+		},
+		{
+			"title": "Apple Inc. (AAPL) Company Profile & Facts - Yahoo Finance",
+			"link": "https://finance.yahoo.com/quote/AAPL/profile/",
+			"snippet": "Apple Inc. designs, manufactures, and markets smartphones, personal computers, tablets, wearables, and accessories worldwide. It also sells various related ...",
+			"position": 5
+		},
+		{
+			"title": "AAPL | Apple Inc. Stock Price & News - WSJ",
+			"link": "https://www.wsj.com/market-data/quotes/AAPL",
+			"snippet": "Apple, Inc. engages in the design, manufacture, and sale of smartphones, personal computers, tablets, wearables and accessories, and other varieties of ...",
+			"position": 6
+		},
+		{
+			"title": "Apple Inc Company Profile - Apple Inc Overview - GlobalData",
+			"link": "https://www.globaldata.com/company-profile/apple-inc/",
+			"snippet": "Apple Inc (Apple) designs, manufactures, and markets smartphones, tablets, personal computers (PCs), portable and wearable devices. The company also offers ...",
+			"position": 7
+		},
+		{
+			"title": "Apple Inc (AAPL) Stock Price & News - Google Finance",
+			"link": "https://www.google.com/finance/quote/AAPL:NASDAQ?hl=en",
+			"snippet": "Get the latest Apple Inc (AAPL) real-time quote, historical performance, charts, and other financial information to help you make more informed trading and ...",
+			"position": 8
+		}
+	],
+	"peopleAlsoAsk": [
+		{
+			"question": "What does Apple Inc mean?",
+			"snippet": "Apple Inc., formerly Apple Computer, Inc., American manufacturer of personal\ncomputers, smartphones, tablet computers, computer peripherals, and computer\nsoftware. It was the first successful personal computer company and the\npopularizer of the graphical user interface.\nAug 31, 2022",
+			"title": "Apple Inc. | History, Products, Headquarters, & Facts | Britannica",
+			"link": "https://www.britannica.com/topic/Apple-Inc"
+		},
+		{
+			"question": "Is Apple and Apple Inc same?",
+			"snippet": "Apple was founded as Apple Computer Company on April 1, 1976, by Steve Jobs,\nSteve Wozniak and Ronald Wayne to develop and sell Wozniak's Apple I personal\ncomputer. It was incorporated by Jobs and Wozniak as Apple Computer, Inc.",
+			"title": "Apple Inc. - Wikipedia",
+			"link": "https://en.wikipedia.org/wiki/Apple_Inc."
+		},
+		{
+			"question": "Who owns Apple Inc?",
+			"snippet": "Apple Inc. is owned by two main institutional investors (Vanguard Group and\nBlackRock, Inc). While its major individual shareholders comprise people like\nArt Levinson, Tim Cook, Bruce Sewell, Al Gore, Johny Sroujli, and others.",
+			"title": "Who Owns Apple In 2022? - FourWeekMBA",
+			"link": "https://fourweekmba.com/who-owns-apple/"
+		},
+		{
+			"question": "What products does Apple Inc offer?",
+			"snippet": "APPLE FOOTER\nStore.\nMac.\niPad.\niPhone.\nWatch.\nAirPods.\nTV & Home.\nAirTag.",
+			"title": "More items...",
+			"link": "https://www.apple.com/business/"
+		}
+	],
+	"relatedSearches": [
+		{
+			"query": "Who invented the iPhone"
+		},
+		{
+			"query": "Apple Inc competitors"
+		},
+		{
+			"query": "Apple iPad"
+		},
+		{
+			"query": "iPhones"
+		},
+		{
+			"query": "Apple Inc us"
+		},
+		{
+			"query": "Apple company history"
+		},
+		{
+			"query": "Apple Store"
+		},
+		{
+			"query": "Apple customer service"
+		},
+		{
+			"query": "Apple Watch"
+		},
+		{
+			"query": "Apple Inc Industry"
+		},
+		{
+			"query": "Apple Inc registered address"
+		},
+		{
+			"query": "Apple Inc Bloomberg"
+		}
+	]
+}

backend/apps/rag/search/testdata/serpstack.json

@@ -0,0 +1,276 @@
+{
+	"request": {
+		"success": true,
+		"total_time_taken": 3.4,
+		"processed_timestamp": 1714968442,
+		"search_url": "http://www.google.com/search?q=mcdonalds\u0026gl=us\u0026hl=en\u0026safe=0\u0026num=10"
+	},
+	"search_parameters": {
+		"engine": "google",
+		"type": "web",
+		"device": "desktop",
+		"auto_location": "1",
+		"google_domain": "google.com",
+		"gl": "us",
+		"hl": "en",
+		"safe": "0",
+		"news_type": "all",
+		"exclude_autocorrected_results": "0",
+		"images_color": "any",
+		"page": "1",
+		"num": "10",
+		"output": "json",
+		"csv_fields": "search_parameters.query,organic_results.position,organic_results.title,organic_results.url,organic_results.domain",
+		"query": "mcdonalds",
+		"action": "search",
+		"access_key": "aac48e007e15c532bb94ffb34532a4b2",
+		"error": {}
+	},
+	"search_information": {
+		"total_results": 1170000000,
+		"time_taken_displayed": 0.49,
+		"detected_location": {},
+		"did_you_mean": {},
+		"no_results_for_original_query": false,
+		"showing_results_for": {}
+	},
+	"organic_results": [
+		{
+			"position": 1,
+			"title": "Our Full McDonald\u0027s Food Menu",
+			"snippet": "",
+			"prerender": false,
+			"cached_page_url": {},
+			"related_pages_url": {},
+			"url": "https://www.mcdonalds.com/us/en-us/full-menu.html",
+			"domain": "www.mcdonalds.com",
+			"displayed_url": "https://www.mcdonalds.com \u203a en-us \u203a full-menu"
+		},
+		{
+			"position": 2,
+			"title": "McDonald\u0027s",
+			"snippet": "McDonald\u0027s is the world\u0027s largest fast food restaurant chain, serving over 69 million customers daily in over 100 countries in more than 40,000 outlets as of\u00a0...",
+			"prerender": false,
+			"cached_page_url": {},
+			"related_pages_url": {},
+			"url": "https://en.wikipedia.org/wiki/McDonald%27s",
+			"domain": "en.wikipedia.org",
+			"displayed_url": "https://en.wikipedia.org \u203a wiki \u203a McDonald\u0027s"
+		},
+		{
+			"position": 3,
+			"title": "Restaurants Near Me: Nearby McDonald\u0027s Locations",
+			"snippet": "",
+			"prerender": false,
+			"cached_page_url": {},
+			"related_pages_url": {},
+			"url": "https://www.mcdonalds.com/us/en-us/restaurant-locator.html",
+			"domain": "www.mcdonalds.com",
+			"displayed_url": "https://www.mcdonalds.com \u203a en-us \u203a restaurant-locator"
+		},
+		{
+			"position": 4,
+			"title": "Download the McDonald\u0027s App: Deals, Promotions \u0026 ...",
+			"snippet": "Download the McDonald\u0027s app for Mobile Order \u0026 Pay, exclusive deals and coupons, menu information and special promotions.",
+			"prerender": false,
+			"cached_page_url": {},
+			"related_pages_url": {},
+			"url": "https://www.mcdonalds.com/us/en-us/download-app.html",
+			"domain": "www.mcdonalds.com",
+			"displayed_url": "https://www.mcdonalds.com \u203a en-us \u203a download-app"
+		},
+		{
+			"position": 5,
+			"title": "McDonald\u0027s Restaurant Careers in the US",
+			"snippet": "McDonald\u0027s restaurant jobs are one-of-a-kind \u2013 just like you. Restaurants are hiring across all levels, from Crew team to Management. Apply today!",
+			"prerender": false,
+			"cached_page_url": {},
+			"related_pages_url": {},
+			"url": "https://jobs.mchire.com/",
+			"domain": "jobs.mchire.com",
+			"displayed_url": "https://jobs.mchire.com"
+		}
+	],
+	"inline_images": [
+		{
+			"image_url": "https://serpstack-assets.apilayer.net/2418910010831954152.png",
+			"title": ""
+		}
+	],
+	"local_results": [
+		{
+			"position": 1,
+			"title": "McDonald\u0027s",
+			"coordinates": {
+				"latitude": 0,
+				"longitude": 0
+			},
+			"address": "",
+			"rating": 0,
+			"reviews": 0,
+			"type": "",
+			"price": {},
+			"url": 0
+		},
+		{
+			"position": 2,
+			"title": "McDonald\u0027s",
+			"coordinates": {
+				"latitude": 0,
+				"longitude": 0
+			},
+			"address": "",
+			"rating": 0,
+			"reviews": 0,
+			"type": "",
+			"price": {},
+			"url": 0
+		},
+		{
+			"position": 3,
+			"title": "McDonald\u0027s",
+			"coordinates": {
+				"latitude": 0,
+				"longitude": 0
+			},
+			"address": "",
+			"rating": 0,
+			"reviews": 0,
+			"type": "",
+			"price": {},
+			"url": 0
+		}
+	],
+	"top_stories": [
+		{
+			"block_position": 1,
+			"title": "Menu nutrition",
+			"url": "/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=mcdonald%27s+double+quarter+pounder+with+cheese\u0026stick=H4sIAAAAAAAAAONgFuLUz9U3ME-vLDBX4tVP1zc0TCsuNE0ytjTTUs5OttJPy89P0c9NzSuNLyjKL8tMSS2yAvNS80qKMlOLF7Hq5ian5Ocl5qSoFyuk5Jcm5aQqFJYmFpWkFikU5JfmATUolGeWZCgkZ6SmFqcCAM4ilJtxAAAA\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4Qri56BAh0EAM",
+			"source": "",
+			"uploaded": "",
+			"uploaded_utc": "2024-05-06T04:07:22.082Z"
+		},
+		{
+			"block_position": 2,
+			"title": "Profiles",
+			"url": "https://www.instagram.com/McDonalds",
+			"source": "",
+			"uploaded": "",
+			"uploaded_utc": "2024-05-06T04:07:22.082Z"
+		},
+		{
+			"block_position": 3,
+			"title": "People also search for",
+			"url": "/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026si=ACC90nzx_D3_zUKRnpAjmO0UBLNxnt7EyN4YYdru6U3bxLI-L5Wg8IL2sxPFxxcDEhVbocy-LJPZIvZySijw0ho2hfZ-KtV-sSEEJ9lw7JuEkXHDnRK5y4Dm8aqbiLwugbLbslwjG3hO_gpDTFZK2VoUGZPy2nrmOBCy0G3PoOfoiEtct2GSZlUz0uufG-xP8emtNzQKQpvjkAm5Zmi57iVZueiD62upz7-x2N3dAbwtm6FkInAPRw1yR91zuT7F3lEaPblTW3LaRwCDC0bvaRCh9x4N9zHgY1OOQa_rzts2jf5WpXcuw4Y%3D\u0026q=Burger+King\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4Qs9oBKAB6BAhzEAI",
+			"source": "",
+			"uploaded": "",
+			"uploaded_utc": "2024-05-06T04:07:22.082Z"
+		}
+	],
+	"related_questions": [
+		{
+			"question": "What\u0027s a number 7 at McDonald\u0027s?What\u0027s a number 7 at McDonald\u0027s?What\u0027s a number 7 at McDonald\u0027s?",
+			"answer": "",
+			"title": "",
+			"displayed_url": ""
+		},
+		{
+			"question": "Why is McDonald\u0027s changing their name?Why is McDonald\u0027s changing their name?Why is McDonald\u0027s changing their name?",
+			"answer": "",
+			"title": "",
+			"displayed_url": ""
+		},
+		{
+			"question": "What is the oldest still running Mcdonalds?What is the oldest still running Mcdonalds?What is the oldest still running Mcdonalds?",
+			"answer": "",
+			"title": "",
+			"displayed_url": ""
+		},
+		{
+			"question": "Why is McDonald\u0027s now WcDonald\u0027s?Why is McDonald\u0027s now WcDonald\u0027s?Why is McDonald\u0027s now WcDonald\u0027s?",
+			"answer": "",
+			"title": "",
+			"displayed_url": ""
+		}
+	],
+	"knowledge_graph": {
+		"title": "",
+		"type": "Fast-food restaurant company",
+		"image_urls": ["https://serpstack-assets.apilayer.net/2418910010831954152.png"],
+		"description": "McDonald\u0027s Corporation is an American multinational fast food chain, founded in 1940 as a restaurant operated by Richard and Maurice McDonald, in San Bernardino, California, United States.",
+		"source": {
+			"name": "Wikipedia",
+			"url": "https://en.wikipedia.org/wiki/McDonald\u0027s"
+		},
+		"people_also_search_for": [],
+		"known_attributes": [
+			{
+				"attribute": "kc:/business/business_operation:founder",
+				"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Ray+Kroc\u0026si=ACC90nzx_D3_zUKRnpAjmO0UBLNxnt7EyN4YYdru6U3bxLI-LxARWRdbk5SkoY2sDn5Qq7yOmqYGei6qZ7sfJhsjZXBPgjMlLbS7824rpJOm69GzqVWMdoNIZiFX2T4A2td14sZOn4a1BexZLtZXHU7NZdF6VsWbGMVuiSYtXdev7uaUjEJKumiwlqTAATTebOriYTEBuSzC\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECHgQAg",
+				"name": "Founder: ",
+				"value": "Ray Kroc"
+			},
+			{
+				"attribute": "kc:/organization/organization:ceo",
+				"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Chris+Kempczinski\u0026si=ACC90nwLLwns5sISZcdzuISy7t-NHozt8Cbt6G3WNQfC9ekAgKFbjdEFCDgxLbt57EDZGosYDGiZuq1AcBhA6IhTOSZxfVSySuGQ3VDwmmTA7Z93n3K3596jAuZH9VVv5h8PyvKJSuGuSsQWviJTl3eKj2UL1ZIWuDgkjyVMnC47rN7j0G9PlHRCCLdQF7VDQ1gubTiC4onXqLRBTbwAj6a--PD6Jv_NoA%3D%3D\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECHUQAg",
+				"name": "CEO: ",
+				"value": "Chris Kempczinski (Nov 1, 2019\u2013)"
+			},
+			{
+				"attribute": "kc:/business/employer:revenue",
+				"link": "",
+				"name": "Revenue: ",
+				"value": "25.49\u00a0billion USD (2023)"
+			},
+			{
+				"attribute": "kc:/organization/organization:founded",
+				"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Des+Plaines\u0026si=ACC90nyvvWro6QmnyY1IfSdgk5wwjB1r8BGd_IWRjXqmKPQqm_yqLtI_DBi5PXGOtg_Z3qrzzEP6mcih1nN7h5A7v6OefnEJiC7a8dBR-v9LxlRubfyR6vlMr3fZ3TmVKWwz9FRpvZb1eYNt-RM7KIDKQlwGEIgINvzhxjUrv6uxSmceduzxd8W7Pkz71XGwxF0F8OlSzHlx\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECG4QAg",
+				"name": "Founded: ",
+				"value": "April 15, 1955, Des Plaines, IL"
+			},
+			{
+				"attribute": "kc:/organization/organization:headquarters",
+				"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Chicago\u0026si=ACC90nyvvWro6QmnyY1IfSdgk5wwjB1r8BGd_IWRjXqmKPQqm-46AEJ_kJbUIEvsvEEZqteiYJvXVXs2ScRNDvFFpjfeAaW3dxtpTGCgcsf5RMdi6IdzOdtjJMN3ZaFwqZOmdi7tC6r0Mh1O9bnP3HrVDB9hH02m7aA6f70dCAfTdpOFnGxDU6wVMAI5MxWBE3wTugtUDOK-\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECHYQAg",
+				"name": "Headquarters: ",
+				"value": "Chicago, IL"
+			},
+			{
+				"attribute": "kc:/organization/organization:president",
+				"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Chris+Kempczinski\u0026si=ACC90nwLLwns5sISZcdzuISy7t-NHozt8Cbt6G3WNQfC9ekAgKFbjdEFCDgxLbt57EDZGosYDGiZuq1AcBhA6IhTOSZxfVSySuGQ3VDwmmTA7Z93n3K3596jAuZH9VVv5h8PyvKJSuGuSsQWviJTl3eKj2UL1ZIWuDgkjyVMnC47rN7j0G9PlHRCCLdQF7VDQ1gubTiC4onXqLRBTbwAj6a--PD6Jv_NoA%3D%3D\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECHEQAg",
+				"name": "President: ",
+				"value": "Chris Kempczinski"
+			}
+		],
+		"website": "https://www.mcdonalds.com/us/en-us.html",
+		"profiles": [
+			{
+				"name": "Instagram",
+				"url": "https://www.instagram.com/McDonalds"
+			},
+			{
+				"name": "X (Twitter)",
+				"url": "https://twitter.com/McDonalds"
+			},
+			{
+				"name": "Facebook",
+				"url": "https://www.facebook.com/McDonaldsUS"
+			},
+			{
+				"name": "YouTube",
+				"url": "https://www.youtube.com/user/McDonaldsUS"
+			},
+			{
+				"name": "Pinterest",
+				"url": "https://www.pinterest.com/mcdonalds"
+			}
+		],
+		"founded": "April 15, 1955, Des Plaines, IL",
+		"headquarters": "Chicago, IL",
+		"founders": [
+			{
+				"name": "Ray Kroc",
+				"link": "http://www.google.com/search?safe=0\u0026sca_esv=c9c7fd42856085e2\u0026sca_upv=1\u0026gl=us\u0026hl=en\u0026q=Ray+Kroc\u0026si=ACC90nzx_D3_zUKRnpAjmO0UBLNxnt7EyN4YYdru6U3bxLI-LxARWRdbk5SkoY2sDn5Qq7yOmqYGei6qZ7sfJhsjZXBPgjMlLbS7824rpJOm69GzqVWMdoNIZiFX2T4A2td14sZOn4a1BexZLtZXHU7NZdF6VsWbGMVuiSYtXdev7uaUjEJKumiwlqTAATTebOriYTEBuSzC\u0026sa=X\u0026ved=2ahUKEwjF55alk_iFAxXlamwGHbqgAs4QmxMoAHoECHgQAg"
+			}
+		]
+	}
+}

backend/apps/rag/utils.py

@@ -19,9 +19,20 @@ from langchain.retrievers import (
 )
 
 from typing import Optional
-from config import SRC_LOG_LEVELS, CHROMA_CLIENT
 
 
+from config import (
+    SRC_LOG_LEVELS,
+    CHROMA_CLIENT,
+    SEARXNG_QUERY_URL,
+    GOOGLE_PSE_API_KEY,
+    GOOGLE_PSE_ENGINE_ID,
+    BRAVE_SEARCH_API_KEY,
+    SERPSTACK_API_KEY,
+    SERPSTACK_HTTPS,
+    SERPER_API_KEY,
+)
+
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["RAG"])
 

backend/apps/web/models/modelfiles.py

@@ -1,136 +0,0 @@
-from pydantic import BaseModel
-from peewee import *
-from playhouse.shortcuts import model_to_dict
-from typing import List, Union, Optional
-import time
-
-from utils.utils import decode_token
-from utils.misc import get_gravatar_url
-
-from apps.web.internal.db import DB
-
-import json
-
-####################
-# Modelfile DB Schema
-####################
-
-
-class Modelfile(Model):
-    tag_name = CharField(unique=True)
-    user_id = CharField()
-    modelfile = TextField()
-    timestamp = BigIntegerField()
-
-    class Meta:
-        database = DB
-
-
-class ModelfileModel(BaseModel):
-    tag_name: str
-    user_id: str
-    modelfile: str
-    timestamp: int  # timestamp in epoch
-
-
-####################
-# Forms
-####################
-
-
-class ModelfileForm(BaseModel):
-    modelfile: dict
-
-
-class ModelfileTagNameForm(BaseModel):
-    tag_name: str
-
-
-class ModelfileUpdateForm(ModelfileForm, ModelfileTagNameForm):
-    pass
-
-
-class ModelfileResponse(BaseModel):
-    tag_name: str
-    user_id: str
-    modelfile: dict
-    timestamp: int  # timestamp in epoch
-
-
-class ModelfilesTable:
-
-    def __init__(self, db):
-        self.db = db
-        self.db.create_tables([Modelfile])
-
-    def insert_new_modelfile(
-        self, user_id: str, form_data: ModelfileForm
-    ) -> Optional[ModelfileModel]:
-        if "tagName" in form_data.modelfile:
-            modelfile = ModelfileModel(
-                **{
-                    "user_id": user_id,
-                    "tag_name": form_data.modelfile["tagName"],
-                    "modelfile": json.dumps(form_data.modelfile),
-                    "timestamp": int(time.time()),
-                }
-            )
-
-            try:
-                result = Modelfile.create(**modelfile.model_dump())
-                if result:
-                    return modelfile
-                else:
-                    return None
-            except:
-                return None
-
-        else:
-            return None
-
-    def get_modelfile_by_tag_name(self, tag_name: str) -> Optional[ModelfileModel]:
-        try:
-            modelfile = Modelfile.get(Modelfile.tag_name == tag_name)
-            return ModelfileModel(**model_to_dict(modelfile))
-        except:
-            return None
-
-    def get_modelfiles(self, skip: int = 0, limit: int = 50) -> List[ModelfileResponse]:
-        return [
-            ModelfileResponse(
-                **{
-                    **model_to_dict(modelfile),
-                    "modelfile": json.loads(modelfile.modelfile),
-                }
-            )
-            for modelfile in Modelfile.select()
-            # .limit(limit).offset(skip)
-        ]
-
-    def update_modelfile_by_tag_name(
-        self, tag_name: str, modelfile: dict
-    ) -> Optional[ModelfileModel]:
-        try:
-            query = Modelfile.update(
-                modelfile=json.dumps(modelfile),
-                timestamp=int(time.time()),
-            ).where(Modelfile.tag_name == tag_name)
-
-            query.execute()
-
-            modelfile = Modelfile.get(Modelfile.tag_name == tag_name)
-            return ModelfileModel(**model_to_dict(modelfile))
-        except:
-            return None
-
-    def delete_modelfile_by_tag_name(self, tag_name: str) -> bool:
-        try:
-            query = Modelfile.delete().where((Modelfile.tag_name == tag_name))
-            query.execute()  # Remove the rows, return number of rows removed.
-
-            return True
-        except:
-            return False
-
-
-Modelfiles = ModelfilesTable(DB)

backend/apps/web/routers/modelfiles.py

@@ -1,124 +0,0 @@
-from fastapi import Depends, FastAPI, HTTPException, status
-from datetime import datetime, timedelta
-from typing import List, Union, Optional
-
-from fastapi import APIRouter
-from pydantic import BaseModel
-import json
-from apps.web.models.modelfiles import (
-    Modelfiles,
-    ModelfileForm,
-    ModelfileTagNameForm,
-    ModelfileUpdateForm,
-    ModelfileResponse,
-)
-
-from utils.utils import get_current_user, get_admin_user
-from constants import ERROR_MESSAGES
-
-router = APIRouter()
-
-############################
-# GetModelfiles
-############################
-
-
-@router.get("/", response_model=List[ModelfileResponse])
-async def get_modelfiles(
-    skip: int = 0, limit: int = 50, user=Depends(get_current_user)
-):
-    return Modelfiles.get_modelfiles(skip, limit)
-
-
-############################
-# CreateNewModelfile
-############################
-
-
-@router.post("/create", response_model=Optional[ModelfileResponse])
-async def create_new_modelfile(form_data: ModelfileForm, user=Depends(get_admin_user)):
-    modelfile = Modelfiles.insert_new_modelfile(user.id, form_data)
-
-    if modelfile:
-        return ModelfileResponse(
-            **{
-                **modelfile.model_dump(),
-                "modelfile": json.loads(modelfile.modelfile),
-            }
-        )
-    else:
-        raise HTTPException(
-            status_code=status.HTTP_401_UNAUTHORIZED,
-            detail=ERROR_MESSAGES.DEFAULT(),
-        )
-
-
-############################
-# GetModelfileByTagName
-############################
-
-
-@router.post("/", response_model=Optional[ModelfileResponse])
-async def get_modelfile_by_tag_name(
-    form_data: ModelfileTagNameForm, user=Depends(get_current_user)
-):
-    modelfile = Modelfiles.get_modelfile_by_tag_name(form_data.tag_name)
-
-    if modelfile:
-        return ModelfileResponse(
-            **{
-                **modelfile.model_dump(),
-                "modelfile": json.loads(modelfile.modelfile),
-            }
-        )
-    else:
-        raise HTTPException(
-            status_code=status.HTTP_401_UNAUTHORIZED,
-            detail=ERROR_MESSAGES.NOT_FOUND,
-        )
-
-
-############################
-# UpdateModelfileByTagName
-############################
-
-
-@router.post("/update", response_model=Optional[ModelfileResponse])
-async def update_modelfile_by_tag_name(
-    form_data: ModelfileUpdateForm, user=Depends(get_admin_user)
-):
-    modelfile = Modelfiles.get_modelfile_by_tag_name(form_data.tag_name)
-    if modelfile:
-        updated_modelfile = {
-            **json.loads(modelfile.modelfile),
-            **form_data.modelfile,
-        }
-
-        modelfile = Modelfiles.update_modelfile_by_tag_name(
-            form_data.tag_name, updated_modelfile
-        )
-
-        return ModelfileResponse(
-            **{
-                **modelfile.model_dump(),
-                "modelfile": json.loads(modelfile.modelfile),
-            }
-        )
-    else:
-        raise HTTPException(
-            status_code=status.HTTP_401_UNAUTHORIZED,
-            detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
-        )
-
-
-############################
-# DeleteModelfileByTagName
-############################
-
-
-@router.delete("/delete", response_model=bool)
-async def delete_modelfile_by_tag_name(
-    form_data: ModelfileTagNameForm, user=Depends(get_admin_user)
-):
-    result = Modelfiles.delete_modelfile_by_tag_name(form_data.tag_name)
-    return result

backend/apps/webui/internal/db.py

@@ -1,13 +1,25 @@
+import json
+
 from peewee import *
 from peewee_migrate import Router
 from playhouse.db_url import connect
-from config import SRC_LOG_LEVELS, DATA_DIR, DATABASE_URL
+from config import SRC_LOG_LEVELS, DATA_DIR, DATABASE_URL, BACKEND_DIR
 import os
 import logging
 
 log = logging.getLogger(__name__)
 log.setLevel(SRC_LOG_LEVELS["DB"])
 
+
+class JSONField(TextField):
+    def db_value(self, value):
+        return json.dumps(value)
+
+    def python_value(self, value):
+        if value is not None:
+            return json.loads(value)
+
+
 # Check if the file exists
 if os.path.exists(f"{DATA_DIR}/ollama.db"):
     # Rename the file
@@ -18,6 +30,10 @@ else:
 
 DB = connect(DATABASE_URL)
 log.info(f"Connected to a {DB.__class__.__name__} database.")
-router = Router(DB, migrate_dir="apps/web/internal/migrations", logger=log)
+router = Router(
+    DB,
+    migrate_dir=BACKEND_DIR / "apps" / "webui" / "internal" / "migrations",
+    logger=log,
+)
 router.run()
 DB.connect(reuse_if_open=True)

backend/apps/webui/internal/migrations/009_add_models.py

@@ -0,0 +1,61 @@
+"""Peewee migrations -- 009_add_models.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    @migrator.create_model
+    class Model(pw.Model):
+        id = pw.TextField(unique=True)
+        user_id = pw.TextField()
+        base_model_id = pw.TextField(null=True)
+
+        name = pw.TextField()
+
+        meta = pw.TextField()
+        params = pw.TextField()
+
+        created_at = pw.BigIntegerField(null=False)
+        updated_at = pw.BigIntegerField(null=False)
+
+        class Meta:
+            table_name = "model"
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    migrator.remove_model("model")

backend/apps/webui/internal/migrations/010_migrate_modelfiles_to_models.py

@@ -0,0 +1,130 @@
+"""Peewee migrations -- 009_add_models.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+import json
+
+from utils.misc import parse_ollama_modelfile
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    # Fetch data from 'modelfile' table and insert into 'model' table
+    migrate_modelfile_to_model(migrator, database)
+    # Drop the 'modelfile' table
+    migrator.remove_model("modelfile")
+
+
+def migrate_modelfile_to_model(migrator: Migrator, database: pw.Database):
+    ModelFile = migrator.orm["modelfile"]
+    Model = migrator.orm["model"]
+
+    modelfiles = ModelFile.select()
+
+    for modelfile in modelfiles:
+        # Extract and transform data in Python
+
+        modelfile.modelfile = json.loads(modelfile.modelfile)
+        meta = json.dumps(
+            {
+                "description": modelfile.modelfile.get("desc"),
+                "profile_image_url": modelfile.modelfile.get("imageUrl"),
+                "ollama": {"modelfile": modelfile.modelfile.get("content")},
+                "suggestion_prompts": modelfile.modelfile.get("suggestionPrompts"),
+                "categories": modelfile.modelfile.get("categories"),
+                "user": {**modelfile.modelfile.get("user", {}), "community": True},
+            }
+        )
+
+        info = parse_ollama_modelfile(modelfile.modelfile.get("content"))
+
+        # Insert the processed data into the 'model' table
+        Model.create(
+            id=f"ollama-{modelfile.tag_name}",
+            user_id=modelfile.user_id,
+            base_model_id=info.get("base_model_id"),
+            name=modelfile.modelfile.get("title"),
+            meta=meta,
+            params=json.dumps(info.get("params", {})),
+            created_at=modelfile.timestamp,
+            updated_at=modelfile.timestamp,
+        )
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    recreate_modelfile_table(migrator, database)
+    move_data_back_to_modelfile(migrator, database)
+    migrator.remove_model("model")
+
+
+def recreate_modelfile_table(migrator: Migrator, database: pw.Database):
+    query = """
+    CREATE TABLE IF NOT EXISTS modelfile (
+        user_id TEXT,
+        tag_name TEXT,
+        modelfile JSON,
+        timestamp BIGINT
+    )
+    """
+    migrator.sql(query)
+
+
+def move_data_back_to_modelfile(migrator: Migrator, database: pw.Database):
+    Model = migrator.orm["model"]
+    Modelfile = migrator.orm["modelfile"]
+
+    models = Model.select()
+
+    for model in models:
+        # Extract and transform data in Python
+        meta = json.loads(model.meta)
+
+        modelfile_data = {
+            "title": model.name,
+            "desc": meta.get("description"),
+            "imageUrl": meta.get("profile_image_url"),
+            "content": meta.get("ollama", {}).get("modelfile"),
+            "suggestionPrompts": meta.get("suggestion_prompts"),
+            "categories": meta.get("categories"),
+            "user": {k: v for k, v in meta.get("user", {}).items() if k != "community"},
+        }
+
+        # Insert the processed data back into the 'modelfile' table
+        Modelfile.create(
+            user_id=model.user_id,
+            tag_name=model.id,
+            modelfile=modelfile_data,
+            timestamp=model.created_at,
+        )

backend/apps/webui/internal/migrations/011_add_user_settings.py

@@ -0,0 +1,48 @@
+"""Peewee migrations -- 002_add_local_sharing.py.
+
+Some examples (model - class or model name)::
+
+    > Model = migrator.orm['table_name']            # Return model in current state by name
+    > Model = migrator.ModelClass                   # Return model in current state by name
+
+    > migrator.sql(sql)                             # Run custom SQL
+    > migrator.run(func, *args, **kwargs)           # Run python function with the given args
+    > migrator.create_model(Model)                  # Create a model (could be used as decorator)
+    > migrator.remove_model(model, cascade=True)    # Remove a model
+    > migrator.add_fields(model, **fields)          # Add fields to a model
+    > migrator.change_fields(model, **fields)       # Change fields
+    > migrator.remove_fields(model, *field_names, cascade=True)
+    > migrator.rename_field(model, old_field_name, new_field_name)
+    > migrator.rename_table(model, new_table_name)
+    > migrator.add_index(model, *col_names, unique=False)
+    > migrator.add_not_null(model, *field_names)
+    > migrator.add_default(model, field_name, default)
+    > migrator.add_constraint(model, name, sql)
+    > migrator.drop_index(model, *col_names)
+    > migrator.drop_not_null(model, *field_names)
+    > migrator.drop_constraints(model, *constraints)
+
+"""
+
+from contextlib import suppress
+
+import peewee as pw
+from peewee_migrate import Migrator
+
+
+with suppress(ImportError):
+    import playhouse.postgres_ext as pw_pext
+
+
+def migrate(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your migrations here."""
+
+    # Adding fields settings to the 'user' table
+    migrator.add_fields("user", settings=pw.TextField(null=True))
+
+
+def rollback(migrator: Migrator, database: pw.Database, *, fake=False):
+    """Write your rollback migrations here."""
+
+    # Remove the settings field
+    migrator.remove_fields("user", "settings")

backend/apps/webui/internal/migrations/README.md

@@ -14,7 +14,7 @@ You will need to create a migration file to ensure that existing databases are u
 2. Make your changes to the models.
 3. From the `backend` directory, run the following command:
    ```bash
-   pw_migrate create --auto --auto-source apps.web.models --database sqlite:///${SQLITE_DB} --directory apps/web/internal/migrations ${MIGRATION_NAME}
+   pw_migrate create --auto --auto-source apps.webui.models --database sqlite:///${SQLITE_DB} --directory apps/web/internal/migrations ${MIGRATION_NAME}
    ```
    - `$SQLITE_DB` should be the path to the database file.
    - `$MIGRATION_NAME` should be a descriptive name for the migration.

backend/apps/webui/main.py

@@ -1,19 +1,19 @@
 from fastapi import FastAPI, Depends
 from fastapi.routing import APIRoute
 from fastapi.middleware.cors import CORSMiddleware
-from apps.web.routers import (
+from apps.webui.routers import (
     auths,
     users,
     chats,
     documents,
-    modelfiles,
+    models,
     prompts,
     configs,
     memories,
     utils,
 )
 from config import (
-    WEBUI_VERSION,
+    WEBUI_BUILD_HASH,
     WEBUI_AUTH,
     DEFAULT_MODELS,
     DEFAULT_PROMPT_SUGGESTIONS,
@@ -23,7 +23,9 @@ from config import (
     WEBHOOK_URL,
     WEBUI_AUTH_TRUSTED_EMAIL_HEADER,
     JWT_EXPIRES_IN,
+    WEBUI_BANNERS,
     AppConfig,
+    ENABLE_COMMUNITY_SHARING,
 )
 
 app = FastAPI()
@@ -40,6 +42,11 @@ app.state.config.DEFAULT_PROMPT_SUGGESTIONS = DEFAULT_PROMPT_SUGGESTIONS
 app.state.config.DEFAULT_USER_ROLE = DEFAULT_USER_ROLE
 app.state.config.USER_PERMISSIONS = USER_PERMISSIONS
 app.state.config.WEBHOOK_URL = WEBHOOK_URL
+app.state.config.BANNERS = WEBUI_BANNERS
+
+app.state.config.ENABLE_COMMUNITY_SHARING = ENABLE_COMMUNITY_SHARING
+
+app.state.MODELS = {}
 app.state.AUTH_TRUSTED_EMAIL_HEADER = WEBUI_AUTH_TRUSTED_EMAIL_HEADER
 
 
@@ -56,11 +63,10 @@ app.include_router(users.router, prefix="/users", tags=["users"])
 app.include_router(chats.router, prefix="/chats", tags=["chats"])
 
 app.include_router(documents.router, prefix="/documents", tags=["documents"])
-app.include_router(modelfiles.router, prefix="/modelfiles", tags=["modelfiles"])
+app.include_router(models.router, prefix="/models", tags=["models"])
 app.include_router(prompts.router, prefix="/prompts", tags=["prompts"])
 app.include_router(memories.router, prefix="/memories", tags=["memories"])
 
-
 app.include_router(configs.router, prefix="/configs", tags=["configs"])
 app.include_router(utils.router, prefix="/utils", tags=["utils"])
 

backend/apps/webui/models/auths.py

@@ -5,10 +5,10 @@ import uuid
 import logging
 from peewee import *
 
-from apps.web.models.users import UserModel, Users
+from apps.webui.models.users import UserModel, Users
 from utils.utils import verify_password
 
-from apps.web.internal.db import DB
+from apps.webui.internal.db import DB
 
 from config import SRC_LOG_LEVELS
 

backend/apps/webui/models/chats.py

@@ -7,7 +7,7 @@ import json
 import uuid
 import time
 
-from apps.web.internal.db import DB
+from apps.webui.internal.db import DB
 
 ####################
 # Chat DB Schema
@@ -191,6 +191,20 @@ class ChatTable:
         except:
             return None
 
+    def archive_all_chats_by_user_id(self, user_id: str) -> bool:
+        try:
+            chats = self.get_chats_by_user_id(user_id)
+            for chat in chats:
+                query = Chat.update(
+                    archived=True,
+                ).where(Chat.id == chat.id)
+
+                query.execute()
+
+            return True
+        except:
+            return False
+
     def get_archived_chat_list_by_user_id(
         self, user_id: str, skip: int = 0, limit: int = 50
     ) -> List[ChatModel]:
@@ -205,17 +219,31 @@ class ChatTable:
         ]
 
     def get_chat_list_by_user_id(
-        self, user_id: str, skip: int = 0, limit: int = 50
+        self,
+        user_id: str,
+        include_archived: bool = False,
+        skip: int = 0,
+        limit: int = 50,
     ) -> List[ChatModel]:
-        return [
+        if include_archived:
-            ChatModel(**model_to_dict(chat))
+            return [
-            for chat in Chat.select()
+                ChatModel(**model_to_dict(chat))
-            .where(Chat.archived == False)
+                for chat in Chat.select()
-            .where(Chat.user_id == user_id)
+                .where(Chat.user_id == user_id)
-            .order_by(Chat.updated_at.desc())
+                .order_by(Chat.updated_at.desc())
-            # .limit(limit)
+                # .limit(limit)
-            # .offset(skip)
+                # .offset(skip)
-        ]
+            ]
+        else:
+            return [
+                ChatModel(**model_to_dict(chat))
+                for chat in Chat.select()
+                .where(Chat.archived == False)
+                .where(Chat.user_id == user_id)
+                .order_by(Chat.updated_at.desc())
+                # .limit(limit)
+                # .offset(skip)
+            ]
 
     def get_chat_list_by_chat_ids(
         self, chat_ids: List[str], skip: int = 0, limit: int = 50

backend/apps/webui/models/documents.py

@@ -8,7 +8,7 @@ import logging
 from utils.utils import decode_token
 from utils.misc import get_gravatar_url
 
-from apps.web.internal.db import DB
+from apps.webui.internal.db import DB
 
 import json
 

backend/apps/webui/models/memories.py

@@ -3,8 +3,8 @@ from peewee import *
 from playhouse.shortcuts import model_to_dict
 from typing import List, Union, Optional
 
-from apps.web.internal.db import DB
+from apps.webui.internal.db import DB
-from apps.web.models.chats import Chats
+from apps.webui.models.chats import Chats
 
 import time
 import uuid

backend/apps/webui/models/models.py

@@ -0,0 +1,179 @@
+import json
+import logging
+from typing import Optional
+
+import peewee as pw
+from peewee import *
+
+from playhouse.shortcuts import model_to_dict
+from pydantic import BaseModel, ConfigDict
+
+from apps.webui.internal.db import DB, JSONField
+
+from typing import List, Union, Optional
+from config import SRC_LOG_LEVELS
+
+import time
+
+log = logging.getLogger(__name__)
+log.setLevel(SRC_LOG_LEVELS["MODELS"])
+
+
+####################
+# Models DB Schema
+####################
+
+
+# ModelParams is a model for the data stored in the params field of the Model table
+class ModelParams(BaseModel):
+    model_config = ConfigDict(extra="allow")
+    pass
+
+
+# ModelMeta is a model for the data stored in the meta field of the Model table
+class ModelMeta(BaseModel):
+    profile_image_url: Optional[str] = "/favicon.png"
+
+    description: Optional[str] = None
+    """
+        User-facing description of the model.
+    """
+
+    capabilities: Optional[dict] = None
+
+    model_config = ConfigDict(extra="allow")
+
+    pass
+
+
+class Model(pw.Model):
+    id = pw.TextField(unique=True)
+    """
+        The model's id as used in the API. If set to an existing model, it will override the model.
+    """
+    user_id = pw.TextField()
+
+    base_model_id = pw.TextField(null=True)
+    """
+        An optional pointer to the actual model that should be used when proxying requests.
+    """
+
+    name = pw.TextField()
+    """
+        The human-readable display name of the model.
+    """
+
+    params = JSONField()
+    """
+        Holds a JSON encoded blob of parameters, see `ModelParams`.
+    """
+
+    meta = JSONField()
+    """
+        Holds a JSON encoded blob of metadata, see `ModelMeta`.
+    """
+
+    updated_at = BigIntegerField()
+    created_at = BigIntegerField()
+
+    class Meta:
+        database = DB
+
+
+class ModelModel(BaseModel):
+    id: str
+    user_id: str
+    base_model_id: Optional[str] = None
+
+    name: str
+    params: ModelParams
+    meta: ModelMeta
+
+    updated_at: int  # timestamp in epoch
+    created_at: int  # timestamp in epoch
+
+
+####################
+# Forms
+####################
+
+
+class ModelResponse(BaseModel):
+    id: str
+    name: str
+    meta: ModelMeta
+    updated_at: int  # timestamp in epoch
+    created_at: int  # timestamp in epoch
+
+
+class ModelForm(BaseModel):
+    id: str
+    base_model_id: Optional[str] = None
+    name: str
+    meta: ModelMeta
+    params: ModelParams
+
+
+class ModelsTable:
+    def __init__(
+        self,
+        db: pw.SqliteDatabase | pw.PostgresqlDatabase,
+    ):
+        self.db = db
+        self.db.create_tables([Model])
+
+    def insert_new_model(
+        self, form_data: ModelForm, user_id: str
+    ) -> Optional[ModelModel]:
+        model = ModelModel(
+            **{
+                **form_data.model_dump(),
+                "user_id": user_id,
+                "created_at": int(time.time()),
+                "updated_at": int(time.time()),
+            }
+        )
+        try:
+            result = Model.create(**model.model_dump())
+
+            if result:
+                return model
+            else:
+                return None
+        except Exception as e:
+            print(e)
+            return None
+
+    def get_all_models(self) -> List[ModelModel]:
+        return [ModelModel(**model_to_dict(model)) for model in Model.select()]
+
+    def get_model_by_id(self, id: str) -> Optional[ModelModel]:
+        try:
+            model = Model.get(Model.id == id)
+            return ModelModel(**model_to_dict(model))
+        except:
+            return None
+
+    def update_model_by_id(self, id: str, model: ModelForm) -> Optional[ModelModel]:
+        try:
+            # update only the fields that are present in the model
+            query = Model.update(**model.model_dump()).where(Model.id == id)
+            query.execute()
+
+            model = Model.get(Model.id == id)
+            return ModelModel(**model_to_dict(model))
+        except Exception as e:
+            print(e)
+
+            return None
+
+    def delete_model_by_id(self, id: str) -> bool:
+        try:
+            query = Model.delete().where(Model.id == id)
+            query.execute()
+            return True
+        except:
+            return False
+
+
+Models = ModelsTable(DB)

backend/apps/webui/models/prompts.py

@@ -7,7 +7,7 @@ import time
 from utils.utils import decode_token
 from utils.misc import get_gravatar_url
 
-from apps.web.internal.db import DB
+from apps.webui.internal.db import DB
 
 import json
 

backend/apps/webui/models/tags.py

@@ -8,7 +8,7 @@ import uuid
 import time
 import logging
 
-from apps.web.internal.db import DB
+from apps.webui.internal.db import DB
 
 from config import SRC_LOG_LEVELS
 

backend/apps/webui/models/users.py

@@ -1,12 +1,12 @@
-from pydantic import BaseModel
+from pydantic import BaseModel, ConfigDict
 from peewee import *
 from playhouse.shortcuts import model_to_dict
 from typing import List, Union, Optional
 import time
 from utils.misc import get_gravatar_url
 
-from apps.web.internal.db import DB
+from apps.webui.internal.db import DB, JSONField
-from apps.web.models.chats import Chats
+from apps.webui.models.chats import Chats
 
 ####################
 # User DB Schema
@@ -25,11 +25,18 @@ class User(Model):
     created_at = BigIntegerField()
 
     api_key = CharField(null=True, unique=True)
+    settings = JSONField(null=True)
 
     class Meta:
         database = DB
 
 
+class UserSettings(BaseModel):
+    ui: Optional[dict] = {}
+    model_config = ConfigDict(extra="allow")
+    pass
+
+
 class UserModel(BaseModel):
     id: str
     name: str
@@ -42,6 +49,7 @@ class UserModel(BaseModel):
     created_at: int  # timestamp in epoch
 
     api_key: Optional[str] = None
+    settings: Optional[UserSettings] = None
 
 
 ####################

backend/apps/webui/routers/auths.py

@@ -10,7 +10,7 @@ import uuid
 import csv
 
 
-from apps.web.models.auths import (
+from apps.webui.models.auths import (
     SigninForm,
     SignupForm,
     AddUserForm,
@@ -21,7 +21,7 @@ from apps.web.models.auths import (
     Auths,
     ApiKey,
 )
-from apps.web.models.users import Users
+from apps.webui.models.users import Users
 
 from utils.utils import (
     get_password_hash,

backend/apps/webui/routers/chats.py

@@ -7,8 +7,8 @@ from pydantic import BaseModel
 import json
 import logging
 
-from apps.web.models.users import Users
+from apps.webui.models.users import Users
-from apps.web.models.chats import (
+from apps.webui.models.chats import (
     ChatModel,
     ChatResponse,
     ChatTitleForm,
@@ -18,7 +18,7 @@ from apps.web.models.chats import (
 )
 
 
-from apps.web.models.tags import (
+from apps.webui.models.tags import (
     TagModel,
     ChatIdTagModel,
     ChatIdTagForm,
@@ -78,43 +78,25 @@ async def delete_all_user_chats(request: Request, user=Depends(get_current_user)
 async def get_user_chat_list_by_user_id(
     user_id: str, user=Depends(get_admin_user), skip: int = 0, limit: int = 50
 ):
-    return Chats.get_chat_list_by_user_id(user_id, skip, limit)
+    return Chats.get_chat_list_by_user_id(
+        user_id, include_archived=True, skip=skip, limit=limit
+    )
 
 
 ############################
-# GetArchivedChats
+# CreateNewChat
 ############################
 
 
-@router.get("/archived", response_model=List[ChatTitleIdResponse])
+@router.post("/new", response_model=Optional[ChatResponse])
-async def get_archived_session_user_chat_list(
+async def create_new_chat(form_data: ChatForm, user=Depends(get_current_user)):
-    user=Depends(get_current_user), skip: int = 0, limit: int = 50
+    try:
-):
+        chat = Chats.insert_new_chat(user.id, form_data)
-    return Chats.get_archived_chat_list_by_user_id(user.id, skip, limit)
-
-
-############################
-# GetSharedChatById
-############################
-
-
-@router.get("/share/{share_id}", response_model=Optional[ChatResponse])
-async def get_shared_chat_by_id(share_id: str, user=Depends(get_current_user)):
-    if user.role == "pending":
-        raise HTTPException(
-            status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND
-        )
-
-    if user.role == "user":
-        chat = Chats.get_chat_by_share_id(share_id)
-    elif user.role == "admin":
-        chat = Chats.get_chat_by_id(share_id)
-
-    if chat:
         return ChatResponse(**{**chat.model_dump(), "chat": json.loads(chat.chat)})
-    else:
+    except Exception as e:
+        log.exception(e)
         raise HTTPException(
-            status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND
+            status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()
         )
 
 
@@ -150,19 +132,49 @@ async def get_all_user_chats_in_db(user=Depends(get_admin_user)):
 
 
 ############################
-# CreateNewChat
+# GetArchivedChats
 ############################
 
 
-@router.post("/new", response_model=Optional[ChatResponse])
+@router.get("/archived", response_model=List[ChatTitleIdResponse])
-async def create_new_chat(form_data: ChatForm, user=Depends(get_current_user)):
+async def get_archived_session_user_chat_list(
-    try:
+    user=Depends(get_current_user), skip: int = 0, limit: int = 50
-        chat = Chats.insert_new_chat(user.id, form_data)
+):
-        return ChatResponse(**{**chat.model_dump(), "chat": json.loads(chat.chat)})
+    return Chats.get_archived_chat_list_by_user_id(user.id, skip, limit)
-    except Exception as e:
+
-        log.exception(e)
+
+############################
+# ArchiveAllChats
+############################
+
+
+@router.post("/archive/all", response_model=List[ChatTitleIdResponse])
+async def archive_all_chats(user=Depends(get_current_user)):
+    return Chats.archive_all_chats_by_user_id(user.id)
+
+
+############################
+# GetSharedChatById
+############################
+
+
+@router.get("/share/{share_id}", response_model=Optional[ChatResponse])
+async def get_shared_chat_by_id(share_id: str, user=Depends(get_current_user)):
+    if user.role == "pending":
         raise HTTPException(
-            status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()
+            status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND
+        )
+
+    if user.role == "user":
+        chat = Chats.get_chat_by_share_id(share_id)
+    elif user.role == "admin":
+        chat = Chats.get_chat_by_id(share_id)
+
+    if chat:
+        return ChatResponse(**{**chat.model_dump(), "chat": json.loads(chat.chat)})
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND
         )
 
 
@@ -276,6 +288,32 @@ async def delete_chat_by_id(request: Request, id: str, user=Depends(get_current_
         return result
 
 
+############################
+# CloneChat
+############################
+
+
+@router.get("/{id}/clone", response_model=Optional[ChatResponse])
+async def clone_chat_by_id(id: str, user=Depends(get_current_user)):
+    chat = Chats.get_chat_by_id_and_user_id(id, user.id)
+    if chat:
+
+        chat_body = json.loads(chat.chat)
+        updated_chat = {
+            **chat_body,
+            "originalChatId": chat.id,
+            "branchPointMessageId": chat_body["history"]["currentId"],
+            "title": f"Clone of {chat.title}",
+        }
+
+        chat = Chats.insert_new_chat(user.id, ChatForm(**{"chat": updated_chat}))
+        return ChatResponse(**{**chat.model_dump(), "chat": json.loads(chat.chat)})
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT()
+        )
+
+
 ############################
 # ArchiveChat
 ############################

backend/apps/webui/routers/configs.py

@@ -8,7 +8,9 @@ from pydantic import BaseModel
 import time
 import uuid
 
-from apps.web.models.users import Users
+from config import BannerModel
+
+from apps.webui.models.users import Users
 
 from utils.utils import (
     get_password_hash,
@@ -57,3 +59,31 @@ async def set_global_default_suggestions(
     data = form_data.model_dump()
     request.app.state.config.DEFAULT_PROMPT_SUGGESTIONS = data["suggestions"]
     return request.app.state.config.DEFAULT_PROMPT_SUGGESTIONS
+
+
+############################
+# SetBanners
+############################
+
+
+class SetBannersForm(BaseModel):
+    banners: List[BannerModel]
+
+
+@router.post("/banners", response_model=List[BannerModel])
+async def set_banners(
+    request: Request,
+    form_data: SetBannersForm,
+    user=Depends(get_admin_user),
+):
+    data = form_data.model_dump()
+    request.app.state.config.BANNERS = data["banners"]
+    return request.app.state.config.BANNERS
+
+
+@router.get("/banners", response_model=List[BannerModel])
+async def get_banners(
+    request: Request,
+    user=Depends(get_current_user),
+):
+    return request.app.state.config.BANNERS

backend/apps/webui/routers/documents.py

@@ -6,7 +6,7 @@ from fastapi import APIRouter
 from pydantic import BaseModel
 import json
 
-from apps.web.models.documents import (
+from apps.webui.models.documents import (
     Documents,
     DocumentForm,
     DocumentUpdateForm,

backend/apps/webui/routers/memories.py

@@ -7,7 +7,7 @@ from fastapi import APIRouter
 from pydantic import BaseModel
 import logging
 
-from apps.web.models.memories import Memories, MemoryModel
+from apps.webui.models.memories import Memories, MemoryModel
 
 from utils.utils import get_verified_user
 from constants import ERROR_MESSAGES

backend/apps/webui/routers/models.py

@@ -0,0 +1,107 @@
+from fastapi import Depends, FastAPI, HTTPException, status, Request
+from datetime import datetime, timedelta
+from typing import List, Union, Optional
+
+from fastapi import APIRouter
+from pydantic import BaseModel
+import json
+from apps.webui.models.models import Models, ModelModel, ModelForm, ModelResponse
+
+from utils.utils import get_verified_user, get_admin_user
+from constants import ERROR_MESSAGES
+
+router = APIRouter()
+
+###########################
+# getModels
+###########################
+
+
+@router.get("/", response_model=List[ModelResponse])
+async def get_models(user=Depends(get_verified_user)):
+    return Models.get_all_models()
+
+
+############################
+# AddNewModel
+############################
+
+
+@router.post("/add", response_model=Optional[ModelModel])
+async def add_new_model(
+    request: Request, form_data: ModelForm, user=Depends(get_admin_user)
+):
+    if form_data.id in request.app.state.MODELS:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.MODEL_ID_TAKEN,
+        )
+    else:
+        model = Models.insert_new_model(form_data, user.id)
+
+        if model:
+            return model
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_401_UNAUTHORIZED,
+                detail=ERROR_MESSAGES.DEFAULT(),
+            )
+
+
+############################
+# GetModelById
+############################
+
+
+@router.get("/", response_model=Optional[ModelModel])
+async def get_model_by_id(id: str, user=Depends(get_verified_user)):
+    model = Models.get_model_by_id(id)
+
+    if model:
+        return model
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_401_UNAUTHORIZED,
+            detail=ERROR_MESSAGES.NOT_FOUND,
+        )
+
+
+############################
+# UpdateModelById
+############################
+
+
+@router.post("/update", response_model=Optional[ModelModel])
+async def update_model_by_id(
+    request: Request, id: str, form_data: ModelForm, user=Depends(get_admin_user)
+):
+    model = Models.get_model_by_id(id)
+    if model:
+        model = Models.update_model_by_id(id, form_data)
+        return model
+    else:
+        if form_data.id in request.app.state.MODELS:
+            model = Models.insert_new_model(form_data, user.id)
+            if model:
+                return model
+            else:
+                raise HTTPException(
+                    status_code=status.HTTP_401_UNAUTHORIZED,
+                    detail=ERROR_MESSAGES.DEFAULT(),
+                )
+        else:
+            raise HTTPException(
+                status_code=status.HTTP_401_UNAUTHORIZED,
+                detail=ERROR_MESSAGES.DEFAULT(),
+            )
+
+
+############################
+# DeleteModelById
+############################
+
+
+@router.delete("/delete", response_model=bool)
+async def delete_model_by_id(id: str, user=Depends(get_admin_user)):
+    result = Models.delete_model_by_id(id)
+    return result

backend/apps/webui/routers/prompts.py

@@ -6,7 +6,7 @@ from fastapi import APIRouter
 from pydantic import BaseModel
 import json
 
-from apps.web.models.prompts import Prompts, PromptForm, PromptModel
+from apps.webui.models.prompts import Prompts, PromptForm, PromptModel
 
 from utils.utils import get_current_user, get_admin_user
 from constants import ERROR_MESSAGES

backend/apps/webui/routers/users.py

@@ -9,9 +9,15 @@ import time
 import uuid
 import logging
 
-from apps.web.models.users import UserModel, UserUpdateForm, UserRoleUpdateForm, Users
+from apps.webui.models.users import (
-from apps.web.models.auths import Auths
+    UserModel,
-from apps.web.models.chats import Chats
+    UserUpdateForm,
+    UserRoleUpdateForm,
+    UserSettings,
+    Users,
+)
+from apps.webui.models.auths import Auths
+from apps.webui.models.chats import Chats
 
 from utils.utils import get_verified_user, get_password_hash, get_admin_user
 from constants import ERROR_MESSAGES
@@ -68,6 +74,42 @@ async def update_user_role(form_data: UserRoleUpdateForm, user=Depends(get_admin
     )
 
 
+############################
+# GetUserSettingsBySessionUser
+############################
+
+
+@router.get("/user/settings", response_model=Optional[UserSettings])
+async def get_user_settings_by_session_user(user=Depends(get_verified_user)):
+    user = Users.get_user_by_id(user.id)
+    if user:
+        return user.settings
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.USER_NOT_FOUND,
+        )
+
+
+############################
+# UpdateUserSettingsBySessionUser
+############################
+
+
+@router.post("/user/settings/update", response_model=UserSettings)
+async def update_user_settings_by_session_user(
+    form_data: UserSettings, user=Depends(get_verified_user)
+):
+    user = Users.update_user_by_id(user.id, {"settings": form_data.model_dump()})
+    if user:
+        return user.settings
+    else:
+        raise HTTPException(
+            status_code=status.HTTP_400_BAD_REQUEST,
+            detail=ERROR_MESSAGES.USER_NOT_FOUND,
+        )
+
+
 ############################
 # GetUserById
 ############################
@@ -81,6 +123,8 @@ class UserResponse(BaseModel):
 @router.get("/{user_id}", response_model=UserResponse)
 async def get_user_by_id(user_id: str, user=Depends(get_verified_user)):
 
+    # Check if user_id is a shared chat
+    # If it is, get the user_id from the chat
     if user_id.startswith("shared-"):
         chat_id = user_id.replace("shared-", "")
         chat = Chats.get_chat_by_id(chat_id)

backend/apps/webui/routers/utils.py

@@ -8,7 +8,7 @@ from pydantic import BaseModel
 from fpdf import FPDF
 import markdown
 
-from apps.web.internal.db import DB
+from apps.webui.internal.db import DB
 from utils.utils import get_admin_user
 from utils.misc import calculate_sha256, get_gravatar_url
 
@@ -107,3 +107,12 @@ async def download_db(user=Depends(get_admin_user)):
         media_type="application/octet-stream",
         filename="webui.db",
     )
+
+
+@router.get("/litellm/config")
+async def download_litellm_config_yaml(user=Depends(get_admin_user)):
+    return FileResponse(
+        f"{DATA_DIR}/litellm/config.yaml",
+        media_type="application/octet-stream",
+        filename="config.yaml",
+    )

backend/config.py

@@ -1,11 +1,15 @@
 import os
 import sys
 import logging
+import importlib.metadata
+import pkgutil
 import chromadb
 from chromadb import Settings
 from base64 import b64encode
 from bs4 import BeautifulSoup
 from typing import TypeVar, Generic, Union
+from pydantic import BaseModel
+from typing import Optional
 
 from pathlib import Path
 import json
@@ -22,10 +26,15 @@ from constants import ERROR_MESSAGES
 # Load .env file
 ####################################
 
+BACKEND_DIR = Path(__file__).parent  # the path containing this file
+BASE_DIR = BACKEND_DIR.parent  # the path containing the backend/
+
+print(BASE_DIR)
+
 try:
     from dotenv import load_dotenv, find_dotenv
 
-    load_dotenv(find_dotenv("../.env"))
+    load_dotenv(find_dotenv(str(BASE_DIR / ".env")))
 except ImportError:
     print("dotenv not installed, skipping...")
 
@@ -51,7 +60,6 @@ log_sources = [
     "CONFIG",
     "DB",
     "IMAGES",
-    "LITELLM",
     "MAIN",
     "MODELS",
     "OLLAMA",
@@ -87,10 +95,12 @@ WEBUI_FAVICON_URL = "https://openwebui.com/favicon.png"
 ENV = os.environ.get("ENV", "dev")
 
 try:
-    with open(f"../package.json", "r") as f:
+    PACKAGE_DATA = json.loads((BASE_DIR / "package.json").read_text())
-        PACKAGE_DATA = json.load(f)
 except:
-    PACKAGE_DATA = {"version": "0.0.0"}
+    try:
+        PACKAGE_DATA = {"version": importlib.metadata.version("open-webui")}
+    except importlib.metadata.PackageNotFoundError:
+        PACKAGE_DATA = {"version": "0.0.0"}
 
 VERSION = PACKAGE_DATA["version"]
 
@@ -115,10 +125,13 @@ def parse_section(section):
 
 
 try:
-    with open("../CHANGELOG.md", "r") as file:
+    changelog_path = BASE_DIR / "CHANGELOG.md"
+    with open(str(changelog_path.absolute()), "r", encoding="utf8") as file:
         changelog_content = file.read()
+
 except:
-    changelog_content = ""
+    changelog_content = (pkgutil.get_data("open_webui", "CHANGELOG.md") or b"").decode()
+
 
 # Convert markdown content to HTML
 html_content = markdown.markdown(changelog_content)
@@ -155,21 +168,20 @@ CHANGELOG = changelog_json
 
 
 ####################################
-# WEBUI_VERSION
+# WEBUI_BUILD_HASH
 ####################################
 
-WEBUI_VERSION = os.environ.get("WEBUI_VERSION", "v1.0.0-alpha.100")
+WEBUI_BUILD_HASH = os.environ.get("WEBUI_BUILD_HASH", "dev-build")
 
 ####################################
 # DATA/FRONTEND BUILD DIR
 ####################################
 
-DATA_DIR = str(Path(os.getenv("DATA_DIR", "./data")).resolve())
+DATA_DIR = Path(os.getenv("DATA_DIR", BACKEND_DIR / "data")).resolve()
-FRONTEND_BUILD_DIR = str(Path(os.getenv("FRONTEND_BUILD_DIR", "../build")))
+FRONTEND_BUILD_DIR = Path(os.getenv("FRONTEND_BUILD_DIR", BASE_DIR / "build")).resolve()
 
 try:
-    with open(f"{DATA_DIR}/config.json", "r") as f:
+    CONFIG_DATA = json.loads((DATA_DIR / "config.json").read_text())
-        CONFIG_DATA = json.load(f)
 except:
     CONFIG_DATA = {}
 
@@ -279,11 +291,11 @@ JWT_EXPIRES_IN = PersistentConfig(
 # Static DIR
 ####################################
 
-STATIC_DIR = str(Path(os.getenv("STATIC_DIR", "./static")).resolve())
+STATIC_DIR = Path(os.getenv("STATIC_DIR", BACKEND_DIR / "static")).resolve()
 
-frontend_favicon = f"{FRONTEND_BUILD_DIR}/favicon.png"
+frontend_favicon = FRONTEND_BUILD_DIR / "favicon.png"
-if os.path.exists(frontend_favicon):
+if frontend_favicon.exists():
-    shutil.copyfile(frontend_favicon, f"{STATIC_DIR}/favicon.png")
+    shutil.copyfile(frontend_favicon, STATIC_DIR / "favicon.png")
 else:
     logging.warning(f"Frontend favicon not found at {frontend_favicon}")
 
@@ -368,16 +380,23 @@ def create_config_file(file_path):
 
 LITELLM_CONFIG_PATH = f"{DATA_DIR}/litellm/config.yaml"
 
-if not os.path.exists(LITELLM_CONFIG_PATH):
+# if not os.path.exists(LITELLM_CONFIG_PATH):
-    log.info("Config file doesn't exist. Creating...")
+#     log.info("Config file doesn't exist. Creating...")
-    create_config_file(LITELLM_CONFIG_PATH)
+#     create_config_file(LITELLM_CONFIG_PATH)
-    log.info("Config file created successfully.")
+#     log.info("Config file created successfully.")
 
 
 ####################################
 # OLLAMA_BASE_URL
 ####################################
 
+
+ENABLE_OLLAMA_API = PersistentConfig(
+    "ENABLE_OLLAMA_API",
+    "ollama.enable",
+    os.environ.get("ENABLE_OLLAMA_API", "True").lower() == "true",
+)
+
 OLLAMA_API_BASE_URL = os.environ.get(
     "OLLAMA_API_BASE_URL", "http://localhost:11434/api"
 )
@@ -549,6 +568,28 @@ WEBHOOK_URL = PersistentConfig(
 
 ENABLE_ADMIN_EXPORT = os.environ.get("ENABLE_ADMIN_EXPORT", "True").lower() == "true"
 
+ENABLE_COMMUNITY_SHARING = PersistentConfig(
+    "ENABLE_COMMUNITY_SHARING",
+    "ui.enable_community_sharing",
+    os.environ.get("ENABLE_COMMUNITY_SHARING", "True").lower() == "true",
+)
+
+
+class BannerModel(BaseModel):
+    id: str
+    type: str
+    title: Optional[str] = None
+    content: str
+    dismissible: bool
+    timestamp: int
+
+
+WEBUI_BANNERS = PersistentConfig(
+    "WEBUI_BANNERS",
+    "ui.banners",
+    [BannerModel(**banner) for banner in json.loads("[]")],
+)
+
 ####################################
 # WEBUI_SECRET_KEY
 ####################################
@@ -725,6 +766,75 @@ YOUTUBE_LOADER_LANGUAGE = PersistentConfig(
     os.getenv("YOUTUBE_LOADER_LANGUAGE", "en").split(","),
 )
 
+
+ENABLE_RAG_WEB_SEARCH = PersistentConfig(
+    "ENABLE_RAG_WEB_SEARCH",
+    "rag.web.search.enable",
+    os.getenv("ENABLE_RAG_WEB_SEARCH", "False").lower() == "true",
+)
+
+RAG_WEB_SEARCH_ENGINE = PersistentConfig(
+    "RAG_WEB_SEARCH_ENGINE",
+    "rag.web.search.engine",
+    os.getenv("RAG_WEB_SEARCH_ENGINE", ""),
+)
+
+SEARXNG_QUERY_URL = PersistentConfig(
+    "SEARXNG_QUERY_URL",
+    "rag.web.search.searxng_query_url",
+    os.getenv("SEARXNG_QUERY_URL", ""),
+)
+
+GOOGLE_PSE_API_KEY = PersistentConfig(
+    "GOOGLE_PSE_API_KEY",
+    "rag.web.search.google_pse_api_key",
+    os.getenv("GOOGLE_PSE_API_KEY", ""),
+)
+
+GOOGLE_PSE_ENGINE_ID = PersistentConfig(
+    "GOOGLE_PSE_ENGINE_ID",
+    "rag.web.search.google_pse_engine_id",
+    os.getenv("GOOGLE_PSE_ENGINE_ID", ""),
+)
+
+BRAVE_SEARCH_API_KEY = PersistentConfig(
+    "BRAVE_SEARCH_API_KEY",
+    "rag.web.search.brave_search_api_key",
+    os.getenv("BRAVE_SEARCH_API_KEY", ""),
+)
+
+SERPSTACK_API_KEY = PersistentConfig(
+    "SERPSTACK_API_KEY",
+    "rag.web.search.serpstack_api_key",
+    os.getenv("SERPSTACK_API_KEY", ""),
+)
+
+SERPSTACK_HTTPS = PersistentConfig(
+    "SERPSTACK_HTTPS",
+    "rag.web.search.serpstack_https",
+    os.getenv("SERPSTACK_HTTPS", "True").lower() == "true",
+)
+
+SERPER_API_KEY = PersistentConfig(
+    "SERPER_API_KEY",
+    "rag.web.search.serper_api_key",
+    os.getenv("SERPER_API_KEY", ""),
+)
+
+
+RAG_WEB_SEARCH_RESULT_COUNT = PersistentConfig(
+    "RAG_WEB_SEARCH_RESULT_COUNT",
+    "rag.web.search.result_count",
+    int(os.getenv("RAG_WEB_SEARCH_RESULT_COUNT", "3")),
+)
+
+RAG_WEB_SEARCH_CONCURRENT_REQUESTS = PersistentConfig(
+    "RAG_WEB_SEARCH_CONCURRENT_REQUESTS",
+    "rag.web.search.concurrent_requests",
+    int(os.getenv("RAG_WEB_SEARCH_CONCURRENT_REQUESTS", "10")),
+)
+
+
 ####################################
 # Transcribe
 ####################################
@@ -813,18 +923,6 @@ AUDIO_OPENAI_API_VOICE = PersistentConfig(
     os.getenv("AUDIO_OPENAI_API_VOICE", "alloy"),
 )
 
-####################################
-# LiteLLM
-####################################
-
-
-ENABLE_LITELLM = os.environ.get("ENABLE_LITELLM", "True").lower() == "true"
-
-LITELLM_PROXY_PORT = int(os.getenv("LITELLM_PROXY_PORT", "14365"))
-if LITELLM_PROXY_PORT < 0 or LITELLM_PROXY_PORT > 65535:
-    raise ValueError("Invalid port number for LITELLM_PROXY_PORT")
-LITELLM_PROXY_HOST = os.getenv("LITELLM_PROXY_HOST", "127.0.0.1")
-
 
 ####################################
 # Database

backend/constants.py

@@ -32,6 +32,8 @@ class ERROR_MESSAGES(str, Enum):
     COMMAND_TAKEN = "Uh-oh! This command is already registered. Please choose another command string."
     FILE_EXISTS = "Uh-oh! This file is already registered. Please choose another file."
 
+    MODEL_ID_TAKEN = "Uh-oh! This model id is already registered. Please choose another model id string."
+
     NAME_TAG_TAKEN = "Uh-oh! This name tag is already registered. Please choose another name tag string."
     INVALID_TOKEN = (
         "Your session has expired or the token is invalid. Please sign in again."
@@ -78,3 +80,7 @@ class ERROR_MESSAGES(str, Enum):
     INVALID_URL = (
         "Oops! The URL you provided is invalid. Please double-check and try again."
     )
+
+    WEB_SEARCH_ERROR = (
+        lambda err="": f"{err if err else 'Oops! Something went wrong while searching the web.'}"
+    )

backend/main.py

@@ -8,9 +8,11 @@ import sys
 import logging
 import aiohttp
 import requests
+import mimetypes
 
 from fastapi import FastAPI, Request, Depends, status
 from fastapi.staticfiles import StaticFiles
+from fastapi.responses import JSONResponse
 from fastapi import HTTPException
 from fastapi.middleware.wsgi import WSGIMiddleware
 from fastapi.middleware.cors import CORSMiddleware
@@ -18,27 +20,25 @@ from starlette.exceptions import HTTPException as StarletteHTTPException
 from starlette.middleware.base import BaseHTTPMiddleware
 from starlette.responses import StreamingResponse, Response
 
-from apps.ollama.main import app as ollama_app
+from apps.ollama.main import app as ollama_app, get_all_models as get_ollama_models
-from apps.openai.main import app as openai_app
+from apps.openai.main import app as openai_app, get_all_models as get_openai_models
-
-from apps.litellm.main import (
-    app as litellm_app,
-    start_litellm_background,
-    shutdown_litellm_background,
-)
-
 
 from apps.audio.main import app as audio_app
 from apps.images.main import app as images_app
 from apps.rag.main import app as rag_app
-from apps.web.main import app as webui_app
+from apps.webui.main import app as webui_app
 
 import asyncio
 from pydantic import BaseModel
-from typing import List
+from typing import List, Optional
 
-
+from apps.webui.models.models import Models, ModelModel
-from utils.utils import get_admin_user
+from utils.utils import (
+    get_admin_user,
+    get_verified_user,
+    get_current_user,
+    get_http_authorization_cred,
+)
 from apps.rag.utils import rag_messages
 
 from config import (
@@ -52,7 +52,8 @@ from config import (
     FRONTEND_BUILD_DIR,
     CACHE_DIR,
     STATIC_DIR,
-    ENABLE_LITELLM,
+    ENABLE_OPENAI_API,
+    ENABLE_OLLAMA_API,
     ENABLE_MODEL_FILTER,
     MODEL_FILTER_LIST,
     GLOBAL_LOG_LEVEL,
@@ -60,6 +61,7 @@ from config import (
     WEBHOOK_URL,
     ENABLE_ADMIN_EXPORT,
     AppConfig,
+    WEBUI_BUILD_HASH,
 )
 from constants import ERROR_MESSAGES
 
@@ -89,7 +91,8 @@ print(
       |_|                                               
 
       
-v{VERSION} - building the best open-source AI user interface.      
+v{VERSION} - building the best open-source AI user interface.
+{f"Commit: {WEBUI_BUILD_HASH}" if WEBUI_BUILD_HASH != "dev-build" else ""}
 https://github.com/open-webui/open-webui
 """
 )
@@ -97,11 +100,7 @@ https://github.com/open-webui/open-webui
 
 @asynccontextmanager
 async def lifespan(app: FastAPI):
-    if ENABLE_LITELLM:
-        asyncio.create_task(start_litellm_background())
     yield
-    if ENABLE_LITELLM:
-        await shutdown_litellm_background()
 
 
 app = FastAPI(
@@ -109,13 +108,20 @@ app = FastAPI(
 )
 
 app.state.config = AppConfig()
+
+app.state.config.ENABLE_OPENAI_API = ENABLE_OPENAI_API
+app.state.config.ENABLE_OLLAMA_API = ENABLE_OLLAMA_API
+
 app.state.config.ENABLE_MODEL_FILTER = ENABLE_MODEL_FILTER
 app.state.config.MODEL_FILTER_LIST = MODEL_FILTER_LIST
 
+
 app.state.config.WEBHOOK_URL = WEBHOOK_URL
 
-origins = ["*"]
 
+app.state.MODELS = {}
+
+origins = ["*"]
 
 # Custom middleware to add security headers
 # class SecurityHeadersMiddleware(BaseHTTPMiddleware):
@@ -134,7 +140,8 @@ class RAGMiddleware(BaseHTTPMiddleware):
         return_citations = False
 
         if request.method == "POST" and (
-            "/api/chat" in request.url.path or "/chat/completions" in request.url.path
+            "/ollama/api/chat" in request.url.path
+            or "/chat/completions" in request.url.path
         ):
             log.debug(f"request.url.path: {request.url.path}")
 
@@ -219,6 +226,124 @@ class RAGMiddleware(BaseHTTPMiddleware):
 app.add_middleware(RAGMiddleware)
 
 
+class PipelineMiddleware(BaseHTTPMiddleware):
+    async def dispatch(self, request: Request, call_next):
+        if request.method == "POST" and (
+            "/ollama/api/chat" in request.url.path
+            or "/chat/completions" in request.url.path
+        ):
+            log.debug(f"request.url.path: {request.url.path}")
+
+            # Read the original request body
+            body = await request.body()
+            # Decode body to string
+            body_str = body.decode("utf-8")
+            # Parse string to JSON
+            data = json.loads(body_str) if body_str else {}
+
+            model_id = data["model"]
+            filters = [
+                model
+                for model in app.state.MODELS.values()
+                if "pipeline" in model
+                and "type" in model["pipeline"]
+                and model["pipeline"]["type"] == "filter"
+                and (
+                    model["pipeline"]["pipelines"] == ["*"]
+                    or any(
+                        model_id == target_model_id
+                        for target_model_id in model["pipeline"]["pipelines"]
+                    )
+                )
+            ]
+            sorted_filters = sorted(filters, key=lambda x: x["pipeline"]["priority"])
+
+            user = None
+            if len(sorted_filters) > 0:
+                try:
+                    user = get_current_user(
+                        get_http_authorization_cred(
+                            request.headers.get("Authorization")
+                        )
+                    )
+                    user = {"id": user.id, "name": user.name, "role": user.role}
+                except:
+                    pass
+
+            model = app.state.MODELS[model_id]
+
+            if "pipeline" in model:
+                sorted_filters.append(model)
+
+            for filter in sorted_filters:
+                r = None
+                try:
+                    urlIdx = filter["urlIdx"]
+
+                    url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+                    key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+                    if key != "":
+                        headers = {"Authorization": f"Bearer {key}"}
+                        r = requests.post(
+                            f"{url}/{filter['id']}/filter/inlet",
+                            headers=headers,
+                            json={
+                                "user": user,
+                                "body": data,
+                            },
+                        )
+
+                        r.raise_for_status()
+                        data = r.json()
+                except Exception as e:
+                    # Handle connection error here
+                    print(f"Connection error: {e}")
+
+                    if r is not None:
+                        try:
+                            res = r.json()
+                            if "detail" in res:
+                                return JSONResponse(
+                                    status_code=r.status_code,
+                                    content=res,
+                                )
+                        except:
+                            pass
+
+                    else:
+                        pass
+
+            if "pipeline" not in app.state.MODELS[model_id]:
+                if "chat_id" in data:
+                    del data["chat_id"]
+
+                if "title" in data:
+                    del data["title"]
+
+            modified_body_bytes = json.dumps(data).encode("utf-8")
+            # Replace the request body with the modified one
+            request._body = modified_body_bytes
+            # Set custom header to ensure content-length matches new body length
+            request.headers.__dict__["_list"] = [
+                (b"content-length", str(len(modified_body_bytes)).encode("utf-8")),
+                *[
+                    (k, v)
+                    for k, v in request.headers.raw
+                    if k.lower() != b"content-length"
+                ],
+            ]
+
+        response = await call_next(request)
+        return response
+
+    async def _receive(self, body: bytes):
+        return {"type": "http.request", "body": body, "more_body": False}
+
+
+app.add_middleware(PipelineMiddleware)
+
+
 app.add_middleware(
     CORSMiddleware,
     allow_origins=origins,
@@ -230,6 +355,11 @@ app.add_middleware(
 
 @app.middleware("http")
 async def check_url(request: Request, call_next):
+    if len(app.state.MODELS) == 0:
+        await get_all_models()
+    else:
+        pass
+
     start_time = int(time.time())
     response = await call_next(request)
     process_time = int(time.time()) - start_time
@@ -246,9 +376,8 @@ async def update_embedding_function(request: Request, call_next):
     return response
 
 
-app.mount("/litellm/api", litellm_app)
 app.mount("/ollama", ollama_app)
-app.mount("/openai/api", openai_app)
+app.mount("/openai", openai_app)
 
 app.mount("/images/api/v1", images_app)
 app.mount("/audio/api/v1", audio_app)
@@ -259,6 +388,422 @@ app.mount("/api/v1", webui_app)
 webui_app.state.EMBEDDING_FUNCTION = rag_app.state.EMBEDDING_FUNCTION
 
 
+async def get_all_models():
+    openai_models = []
+    ollama_models = []
+
+    if app.state.config.ENABLE_OPENAI_API:
+        openai_models = await get_openai_models()
+
+        openai_models = openai_models["data"]
+
+    if app.state.config.ENABLE_OLLAMA_API:
+        ollama_models = await get_ollama_models()
+
+        ollama_models = [
+            {
+                "id": model["model"],
+                "name": model["name"],
+                "object": "model",
+                "created": int(time.time()),
+                "owned_by": "ollama",
+                "ollama": model,
+            }
+            for model in ollama_models["models"]
+        ]
+
+    models = openai_models + ollama_models
+    custom_models = Models.get_all_models()
+
+    for custom_model in custom_models:
+        if custom_model.base_model_id == None:
+            for model in models:
+                if (
+                    custom_model.id == model["id"]
+                    or custom_model.id == model["id"].split(":")[0]
+                ):
+                    model["name"] = custom_model.name
+                    model["info"] = custom_model.model_dump()
+        else:
+            owned_by = "openai"
+            for model in models:
+                if (
+                    custom_model.base_model_id == model["id"]
+                    or custom_model.base_model_id == model["id"].split(":")[0]
+                ):
+                    owned_by = model["owned_by"]
+                    break
+
+            models.append(
+                {
+                    "id": custom_model.id,
+                    "name": custom_model.name,
+                    "object": "model",
+                    "created": custom_model.created_at,
+                    "owned_by": owned_by,
+                    "info": custom_model.model_dump(),
+                    "preset": True,
+                }
+            )
+
+    app.state.MODELS = {model["id"]: model for model in models}
+
+    webui_app.state.MODELS = app.state.MODELS
+
+    return models
+
+
+@app.get("/api/models")
+async def get_models(user=Depends(get_verified_user)):
+    models = await get_all_models()
+
+    # Filter out filter pipelines
+    models = [
+        model
+        for model in models
+        if "pipeline" not in model or model["pipeline"].get("type", None) != "filter"
+    ]
+
+    if app.state.config.ENABLE_MODEL_FILTER:
+        if user.role == "user":
+            models = list(
+                filter(
+                    lambda model: model["id"] in app.state.config.MODEL_FILTER_LIST,
+                    models,
+                )
+            )
+            return {"data": models}
+
+    return {"data": models}
+
+
+@app.post("/api/chat/completed")
+async def chat_completed(form_data: dict, user=Depends(get_verified_user)):
+    data = form_data
+    model_id = data["model"]
+
+    filters = [
+        model
+        for model in app.state.MODELS.values()
+        if "pipeline" in model
+        and "type" in model["pipeline"]
+        and model["pipeline"]["type"] == "filter"
+        and (
+            model["pipeline"]["pipelines"] == ["*"]
+            or any(
+                model_id == target_model_id
+                for target_model_id in model["pipeline"]["pipelines"]
+            )
+        )
+    ]
+    sorted_filters = sorted(filters, key=lambda x: x["pipeline"]["priority"])
+
+    model = app.state.MODELS[model_id]
+
+    if "pipeline" in model:
+        sorted_filters = [model] + sorted_filters
+
+    for filter in sorted_filters:
+        r = None
+        try:
+            urlIdx = filter["urlIdx"]
+
+            url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+            key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+            if key != "":
+                headers = {"Authorization": f"Bearer {key}"}
+                r = requests.post(
+                    f"{url}/{filter['id']}/filter/outlet",
+                    headers=headers,
+                    json={
+                        "user": {"id": user.id, "name": user.name, "role": user.role},
+                        "body": data,
+                    },
+                )
+
+                r.raise_for_status()
+                data = r.json()
+        except Exception as e:
+            # Handle connection error here
+            print(f"Connection error: {e}")
+
+            if r is not None:
+                try:
+                    res = r.json()
+                    if "detail" in res:
+                        return JSONResponse(
+                            status_code=r.status_code,
+                            content=res,
+                        )
+                except:
+                    pass
+
+            else:
+                pass
+
+    return data
+
+
+@app.get("/api/pipelines/list")
+async def get_pipelines_list(user=Depends(get_admin_user)):
+    responses = await get_openai_models(raw=True)
+
+    print(responses)
+    urlIdxs = [idx for idx, response in enumerate(responses) if "pipelines" in response]
+
+    return {
+        "data": [
+            {
+                "url": openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx],
+                "idx": urlIdx,
+            }
+            for urlIdx in urlIdxs
+        ]
+    }
+
+
+class AddPipelineForm(BaseModel):
+    url: str
+    urlIdx: int
+
+
+@app.post("/api/pipelines/add")
+async def add_pipeline(form_data: AddPipelineForm, user=Depends(get_admin_user)):
+
+    r = None
+    try:
+        urlIdx = form_data.urlIdx
+
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.post(
+            f"{url}/pipelines/add", headers=headers, json={"url": form_data.url}
+        )
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+class DeletePipelineForm(BaseModel):
+    id: str
+    urlIdx: int
+
+
+@app.delete("/api/pipelines/delete")
+async def delete_pipeline(form_data: DeletePipelineForm, user=Depends(get_admin_user)):
+
+    r = None
+    try:
+        urlIdx = form_data.urlIdx
+
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.delete(
+            f"{url}/pipelines/delete", headers=headers, json={"id": form_data.id}
+        )
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+@app.get("/api/pipelines")
+async def get_pipelines(urlIdx: Optional[int] = None, user=Depends(get_admin_user)):
+    r = None
+    try:
+        urlIdx
+
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.get(f"{url}/pipelines", headers=headers)
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+@app.get("/api/pipelines/{pipeline_id}/valves")
+async def get_pipeline_valves(
+    urlIdx: Optional[int], pipeline_id: str, user=Depends(get_admin_user)
+):
+    models = await get_all_models()
+    r = None
+    try:
+
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.get(f"{url}/{pipeline_id}/valves", headers=headers)
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+@app.get("/api/pipelines/{pipeline_id}/valves/spec")
+async def get_pipeline_valves_spec(
+    urlIdx: Optional[int], pipeline_id: str, user=Depends(get_admin_user)
+):
+    models = await get_all_models()
+
+    r = None
+    try:
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.get(f"{url}/{pipeline_id}/valves/spec", headers=headers)
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
+@app.post("/api/pipelines/{pipeline_id}/valves/update")
+async def update_pipeline_valves(
+    urlIdx: Optional[int],
+    pipeline_id: str,
+    form_data: dict,
+    user=Depends(get_admin_user),
+):
+    models = await get_all_models()
+
+    r = None
+    try:
+        url = openai_app.state.config.OPENAI_API_BASE_URLS[urlIdx]
+        key = openai_app.state.config.OPENAI_API_KEYS[urlIdx]
+
+        headers = {"Authorization": f"Bearer {key}"}
+        r = requests.post(
+            f"{url}/{pipeline_id}/valves/update",
+            headers=headers,
+            json={**form_data},
+        )
+
+        r.raise_for_status()
+        data = r.json()
+
+        return {**data}
+    except Exception as e:
+        # Handle connection error here
+        print(f"Connection error: {e}")
+
+        detail = "Pipeline not found"
+
+        if r is not None:
+            try:
+                res = r.json()
+                if "detail" in res:
+                    detail = res["detail"]
+            except:
+                pass
+
+        raise HTTPException(
+            status_code=(r.status_code if r is not None else status.HTTP_404_NOT_FOUND),
+            detail=detail,
+        )
+
+
 @app.get("/api/config")
 async def get_app_config():
     # Checking and Handling the Absence of 'ui' in CONFIG_DATA
@@ -272,13 +817,18 @@ async def get_app_config():
         "status": True,
         "name": WEBUI_NAME,
         "version": VERSION,
-        "auth": WEBUI_AUTH,
         "default_locale": default_locale,
-        "images": images_app.state.config.ENABLED,
         "default_models": webui_app.state.config.DEFAULT_MODELS,
         "default_prompt_suggestions": webui_app.state.config.DEFAULT_PROMPT_SUGGESTIONS,
-        "trusted_header_auth": bool(webui_app.state.AUTH_TRUSTED_EMAIL_HEADER),
+        "features": {
-        "admin_export_enabled": ENABLE_ADMIN_EXPORT,
+            "auth": WEBUI_AUTH,
+            "auth_trusted_header": bool(webui_app.state.AUTH_TRUSTED_EMAIL_HEADER),
+            "enable_signup": webui_app.state.config.ENABLE_SIGNUP,
+            "enable_web_search": rag_app.state.config.ENABLE_RAG_WEB_SEARCH,
+            "enable_image_generation": images_app.state.config.ENABLED,
+            "enable_community_sharing": webui_app.state.config.ENABLE_COMMUNITY_SHARING,
+            "enable_admin_export": ENABLE_ADMIN_EXPORT,
+        },
     }
 
 
@@ -302,15 +852,6 @@ async def update_model_filter_config(
     app.state.config.ENABLE_MODEL_FILTER = form_data.enabled
     app.state.config.MODEL_FILTER_LIST = form_data.models
 
-    ollama_app.state.config.ENABLE_MODEL_FILTER = app.state.config.ENABLE_MODEL_FILTER
-    ollama_app.state.config.MODEL_FILTER_LIST = app.state.config.MODEL_FILTER_LIST
-
-    openai_app.state.config.ENABLE_MODEL_FILTER = app.state.config.ENABLE_MODEL_FILTER
-    openai_app.state.config.MODEL_FILTER_LIST = app.state.config.MODEL_FILTER_LIST
-
-    litellm_app.state.ENABLE_MODEL_FILTER = app.state.config.ENABLE_MODEL_FILTER
-    litellm_app.state.MODEL_FILTER_LIST = app.state.config.MODEL_FILTER_LIST
-
     return {
         "enabled": app.state.config.ENABLE_MODEL_FILTER,
         "models": app.state.config.MODEL_FILTER_LIST,
@@ -331,7 +872,6 @@ class UrlForm(BaseModel):
 @app.post("/api/webhook")
 async def update_webhook_url(form_data: UrlForm, user=Depends(get_admin_user)):
     app.state.config.WEBHOOK_URL = form_data.url
-
     webui_app.state.WEBHOOK_URL = app.state.config.WEBHOOK_URL
 
     return {
@@ -339,6 +879,19 @@ async def update_webhook_url(form_data: UrlForm, user=Depends(get_admin_user)):
     }
 
 
+@app.get("/api/community_sharing", response_model=bool)
+async def get_community_sharing_status(request: Request, user=Depends(get_admin_user)):
+    return webui_app.state.config.ENABLE_COMMUNITY_SHARING
+
+
+@app.get("/api/community_sharing/toggle", response_model=bool)
+async def toggle_community_sharing(request: Request, user=Depends(get_admin_user)):
+    webui_app.state.config.ENABLE_COMMUNITY_SHARING = (
+        not webui_app.state.config.ENABLE_COMMUNITY_SHARING
+    )
+    return webui_app.state.config.ENABLE_COMMUNITY_SHARING
+
+
 @app.get("/api/version")
 async def get_app_config():
     return {
@@ -408,6 +961,7 @@ app.mount("/static", StaticFiles(directory=STATIC_DIR), name="static")
 app.mount("/cache", StaticFiles(directory=CACHE_DIR), name="cache")
 
 if os.path.exists(FRONTEND_BUILD_DIR):
+    mimetypes.add_type("text/javascript", ".js")
     app.mount(
         "/",
         SPAStaticFiles(directory=FRONTEND_BUILD_DIR, html=True),

backend/open_webui/__init__.py

@@ -0,0 +1,60 @@
+import base64
+import os
+import random
+from pathlib import Path
+
+import typer
+import uvicorn
+
+app = typer.Typer()
+
+KEY_FILE = Path.cwd() / ".webui_secret_key"
+if (frontend_build_dir := Path(__file__).parent / "frontend").exists():
+    os.environ["FRONTEND_BUILD_DIR"] = str(frontend_build_dir)
+
+
+@app.command()
+def serve(
+    host: str = "0.0.0.0",
+    port: int = 8080,
+):
+    if os.getenv("WEBUI_SECRET_KEY") is None:
+        typer.echo(
+            "Loading WEBUI_SECRET_KEY from file, not provided as an environment variable."
+        )
+        if not KEY_FILE.exists():
+            typer.echo(f"Generating a new secret key and saving it to {KEY_FILE}")
+            KEY_FILE.write_bytes(base64.b64encode(random.randbytes(12)))
+        typer.echo(f"Loading WEBUI_SECRET_KEY from {KEY_FILE}")
+        os.environ["WEBUI_SECRET_KEY"] = KEY_FILE.read_text()
+
+    if os.getenv("USE_CUDA_DOCKER", "false") == "true":
+        typer.echo(
+            "CUDA is enabled, appending LD_LIBRARY_PATH to include torch/cudnn & cublas libraries."
+        )
+        LD_LIBRARY_PATH = os.getenv("LD_LIBRARY_PATH", "").split(":")
+        os.environ["LD_LIBRARY_PATH"] = ":".join(
+            LD_LIBRARY_PATH
+            + [
+                "/usr/local/lib/python3.11/site-packages/torch/lib",
+                "/usr/local/lib/python3.11/site-packages/nvidia/cudnn/lib",
+            ]
+        )
+    import main  # we need set environment variables before importing main
+
+    uvicorn.run(main.app, host=host, port=port, forwarded_allow_ips="*")
+
+
+@app.command()
+def dev(
+    host: str = "0.0.0.0",
+    port: int = 8080,
+    reload: bool = True,
+):
+    uvicorn.run(
+        "main:app", host=host, port=port, reload=reload, forwarded_allow_ips="*"
+    )
+
+
+if __name__ == "__main__":
+    app()

backend/requirements.txt

@@ -1,42 +1,40 @@
-fastapi==0.109.2
+fastapi==0.111.0
 uvicorn[standard]==0.22.0
 pydantic==2.7.1
 python-multipart==0.0.9
 
 Flask==3.0.3
-Flask-Cors==4.0.0
+Flask-Cors==4.0.1
 
 python-socketio==5.11.2
 python-jose==3.3.0
 passlib[bcrypt]==1.7.4
 
-requests==2.31.0
+requests==2.32.2
 aiohttp==3.9.5
-peewee==3.17.3
+peewee==3.17.5
 peewee-migrate==1.12.2
 psycopg2-binary==2.9.9
-PyMySQL==1.1.0
+PyMySQL==1.1.1
-bcrypt==4.1.2
+bcrypt==4.1.3
 
-litellm[proxy]==1.35.28
+boto3==1.34.110
-
-boto3==1.34.95
 
 argon2-cffi==23.1.0
 APScheduler==3.10.4
-google-generativeai==0.5.2
+google-generativeai==0.5.4
 
-langchain==0.1.16
+langchain==0.2.0
-langchain-community==0.0.34
+langchain-community==0.2.0
-langchain-chroma==0.1.0
+langchain-chroma==0.1.1
 
 fake-useragent==1.5.1
-chromadb==0.4.24
+chromadb==0.5.0
 sentence-transformers==2.7.0
 pypdf==4.2.0
 docx2txt==0.8
 python-pptx==0.6.23
-unstructured==0.11.8
+unstructured==0.14.0
 Markdown==3.6
 pypandoc==1.13
 pandas==2.2.2
@@ -46,16 +44,16 @@ xlrd==2.0.1
 validators==0.28.1
 
 opencv-python-headless==4.9.0.80
-rapidocr-onnxruntime==1.2.3
+rapidocr-onnxruntime==1.3.22
 
-fpdf2==2.7.8
+fpdf2==2.7.9
 rank-bm25==0.2.2
 
-faster-whisper==1.0.1
+faster-whisper==1.0.2
 
 PyJWT[crypto]==2.8.0
 
 black==24.4.2
-langfuse==2.27.3
+langfuse==2.33.0
 youtube-transcript-api==0.6.2
-pytube
+pytube==15.0.0

backend/start.sh

@@ -30,4 +30,29 @@ if [ "$USE_CUDA_DOCKER" = "true" ]; then
   export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:/usr/local/lib/python3.11/site-packages/torch/lib:/usr/local/lib/python3.11/site-packages/nvidia/cudnn/lib"
 fi
 
+
+# Check if SPACE_ID is set, if so, configure for space
+if [ -n "$SPACE_ID" ]; then
+  echo "Configuring for HuggingFace Space deployment"
+  if [ -n "$ADMIN_USER_EMAIL" ] && [ -n "$ADMIN_USER_PASSWORD" ]; then
+    echo "Admin user configured, creating"
+    WEBUI_SECRET_KEY="$WEBUI_SECRET_KEY" uvicorn main:app --host "$HOST" --port "$PORT" --forwarded-allow-ips '*' &
+    webui_pid=$!
+    echo "Waiting for webui to start..."
+    while ! curl -s http://localhost:8080/health > /dev/null; do
+      sleep 1
+    done
+    echo "Creating admin user..."
+    curl \
+      -X POST "http://localhost:8080/api/v1/auths/signup" \
+      -H "accept: application/json" \
+      -H "Content-Type: application/json" \
+      -d "{ \"email\": \"${ADMIN_USER_EMAIL}\", \"password\": \"${ADMIN_USER_PASSWORD}\", \"name\": \"Admin\" }"
+    echo "Shutting down webui..."
+    kill $webui_pid
+  fi
+
+  export WEBUI_URL=${SPACE_HOST}
+fi
+
 WEBUI_SECRET_KEY="$WEBUI_SECRET_KEY" exec uvicorn main:app --host "$HOST" --port "$PORT" --forwarded-allow-ips '*'

backend/utils/misc.py

@@ -1,5 +1,6 @@
 from pathlib import Path
 import hashlib
+import json
 import re
 from datetime import timedelta
 from typing import Optional
@@ -110,3 +111,76 @@ def parse_duration(duration: str) -> Optional[timedelta]:
             total_duration += timedelta(weeks=number)
 
     return total_duration
+
+
+def parse_ollama_modelfile(model_text):
+    parameters_meta = {
+        "mirostat": int,
+        "mirostat_eta": float,
+        "mirostat_tau": float,
+        "num_ctx": int,
+        "repeat_last_n": int,
+        "repeat_penalty": float,
+        "temperature": float,
+        "seed": int,
+        "stop": str,
+        "tfs_z": float,
+        "num_predict": int,
+        "top_k": int,
+        "top_p": float,
+    }
+
+    data = {"base_model_id": None, "params": {}}
+
+    # Parse base model
+    base_model_match = re.search(
+        r"^FROM\s+(\w+)", model_text, re.MULTILINE | re.IGNORECASE
+    )
+    if base_model_match:
+        data["base_model_id"] = base_model_match.group(1)
+
+    # Parse template
+    template_match = re.search(
+        r'TEMPLATE\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE
+    )
+    if template_match:
+        data["params"] = {"template": template_match.group(1).strip()}
+
+    # Parse stops
+    stops = re.findall(r'PARAMETER stop "(.*?)"', model_text, re.IGNORECASE)
+    if stops:
+        data["params"]["stop"] = stops
+
+    # Parse other parameters from the provided list
+    for param, param_type in parameters_meta.items():
+        param_match = re.search(rf"PARAMETER {param} (.+)", model_text, re.IGNORECASE)
+        if param_match:
+            value = param_match.group(1)
+            if param_type == int:
+                value = int(value)
+            elif param_type == float:
+                value = float(value)
+            data["params"][param] = value
+
+    # Parse adapter
+    adapter_match = re.search(r"ADAPTER (.+)", model_text, re.IGNORECASE)
+    if adapter_match:
+        data["params"]["adapter"] = adapter_match.group(1)
+
+    # Parse system description
+    system_desc_match = re.search(
+        r'SYSTEM\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE
+    )
+    if system_desc_match:
+        data["params"]["system"] = system_desc_match.group(1).strip()
+
+    # Parse messages
+    messages = []
+    message_matches = re.findall(r"MESSAGE (\w+) (.+)", model_text, re.IGNORECASE)
+    for role, content in message_matches:
+        messages.append({"role": role, "content": content})
+
+    if messages:
+        data["params"]["messages"] = messages
+
+    return data

backend/utils/models.py

@@ -0,0 +1,10 @@
+from apps.webui.models.models import Models, ModelModel, ModelForm, ModelResponse
+
+
+def get_model_id_from_custom_model_id(id: str):
+    model = Models.get_model_by_id(id)
+
+    if model:
+        return model.id
+    else:
+        return id

backend/utils/utils.py

@@ -1,7 +1,7 @@
 from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials
 from fastapi import HTTPException, status, Depends
 
-from apps.web.models.users import Users
+from apps.webui.models.users import Users
 
 from pydantic import BaseModel
 from typing import Union, Optional

cypress/e2e/chat.cy.ts

@@ -74,5 +74,28 @@ describe('Settings', () => {
 				expect(spy).to.be.callCount(2);
 			});
 		});
+
+		it('user can generate image', () => {
+			// Click on the model selector
+			cy.get('button[aria-label="Select a model"]').click();
+			// Select the first model
+			cy.get('button[aria-label="model-item"]').first().click();
+			// Type a message
+			cy.get('#chat-textarea').type('Hi, what can you do? A single sentence only please.', {
+				force: true
+			});
+			// Send the message
+			cy.get('button[type="submit"]').click();
+			// User's message should be visible
+			cy.get('.chat-user').should('exist');
+			// Wait for the response
+			cy.get('.chat-assistant', { timeout: 120_000 }) // .chat-assistant is created after the first token is received
+				.find('div[aria-label="Generation Info"]', { timeout: 120_000 }) // Generation Info is created after the stop token is received
+				.should('exist');
+			// Click on the generate image button
+			cy.get('[aria-label="Generate Image"]').click();
+			// Wait for image to be visible
+			cy.get('img[data-cy="image"]', { timeout: 60_000 }).should('be.visible');
+		});
 	});
 });

docker-compose.a1111-test.yaml

@@ -0,0 +1,31 @@
+# This is an overlay that spins up stable-diffusion-webui for integration testing
+# This is not designed to be used in production
+services:
+  stable-diffusion-webui:
+    # Not built for ARM64
+    platform: linux/amd64
+    image: ghcr.io/neggles/sd-webui-docker:latest
+    restart: unless-stopped
+    environment:
+      CLI_ARGS: "--api --use-cpu all --precision full --no-half --skip-torch-cuda-test --ckpt /empty.pt --do-not-download-clip --disable-nan-check --disable-opt-split-attention"
+      PYTHONUNBUFFERED: "1"
+      TERM: "vt100"
+      SD_WEBUI_VARIANT: "default"
+    # Hack to get container working on Apple Silicon
+    # Rosetta creates a conflict ${HOME}/.cache folder
+    entrypoint: /bin/bash
+    command:
+      - -c
+      - |
+        export HOME=/root-home
+        rm -rf $${HOME}/.cache
+        /docker/entrypoint.sh python -u webui.py --listen --port $${WEBUI_PORT} --skip-version-check $${CLI_ARGS}
+    volumes:
+      - ./test/test_files/image_gen/sd-empty.pt:/empty.pt
+
+  open-webui:
+    environment:
+      ENABLE_IMAGE_GENERATION: "true"
+      AUTOMATIC1111_BASE_URL: http://stable-diffusion-webui:7860
+      IMAGE_SIZE: "64x64"
+      IMAGE_STEPS: "3"

hatch_build.py

@@ -0,0 +1,23 @@
+# noqa: INP001
+import os
+import shutil
+import subprocess
+from sys import stderr
+
+from hatchling.builders.hooks.plugin.interface import BuildHookInterface
+
+
+class CustomBuildHook(BuildHookInterface):
+    def initialize(self, version, build_data):
+        super().initialize(version, build_data)
+        stderr.write(">>> Building Open Webui frontend\n")
+        npm = shutil.which("npm")
+        if npm is None:
+            raise RuntimeError(
+                "NodeJS `npm` is required for building Open Webui but it was not found"
+            )
+        stderr.write("### npm install\n")
+        subprocess.run([npm, "install"], check=True)  # noqa: S603
+        stderr.write("\n### npm run build\n")
+        os.environ["APP_BUILD_HASH"] = version
+        subprocess.run([npm, "run", "build"], check=True)  # noqa: S603

package-lock.json

@@ -1,12 +1,12 @@
 {
 	"name": "open-webui",
-	"version": "0.1.125",
+	"version": "0.2.0",
 	"lockfileVersion": 3,
 	"requires": true,
 	"packages": {
 		"": {
 			"name": "open-webui",
-			"version": "0.1.125",
+			"version": "0.2.0",
 			"dependencies": {
 				"@pyscript/core": "^0.4.32",
 				"@sveltejs/adapter-node": "^1.3.1",
@@ -24,6 +24,7 @@
 				"katex": "^0.16.9",
 				"marked": "^9.1.0",
 				"pyodide": "^0.26.0-alpha.4",
+				"sortablejs": "^1.15.2",
 				"svelte-sonner": "^0.3.19",
 				"tippy.js": "^6.3.7",
 				"uuid": "^9.0.1"
@@ -6913,6 +6914,11 @@
 				"url": "https://github.com/sponsors/sindresorhus"
 			}
 		},
+		"node_modules/sortablejs": {
+			"version": "1.15.2",
+			"resolved": "https://registry.npmjs.org/sortablejs/-/sortablejs-1.15.2.tgz",
+			"integrity": "sha512-FJF5jgdfvoKn1MAKSdGs33bIqLi3LmsgVTliuX6iITj834F+JRQZN90Z93yql8h0K2t0RwDPBmxwlbZfDcxNZA=="
+		},
 		"node_modules/source-map-js": {
 			"version": "1.2.0",
 			"resolved": "https://registry.npmjs.org/source-map-js/-/source-map-js-1.2.0.tgz",

package.json

@@ -1,6 +1,6 @@
 {
 	"name": "open-webui",
-	"version": "0.1.125",
+	"version": "0.2.0",
 	"private": true,
 	"scripts": {
 		"dev": "npm run pyodide:fetch && vite dev --host",
@@ -13,7 +13,7 @@
 		"lint:types": "npm run check",
 		"lint:backend": "pylint backend/",
 		"format": "prettier --plugin-search-dir --write \"**/*.{js,ts,svelte,css,md,html,json}\"",
-		"format:backend": "black . --exclude \"/venv/\"",
+		"format:backend": "black . --exclude \".venv/|/venv/\"",
 		"i18n:parse": "i18next --config i18next-parser.config.ts && prettier --write \"src/lib/i18n/**/*.{js,json}\"",
 		"cy:open": "cypress open",
 		"test:frontend": "vitest",
@@ -64,6 +64,7 @@
 		"katex": "^0.16.9",
 		"marked": "^9.1.0",
 		"pyodide": "^0.26.0-alpha.4",
+		"sortablejs": "^1.15.2",
 		"svelte-sonner": "^0.3.19",
 		"tippy.js": "^6.3.7",
 		"uuid": "^9.0.1"

pyproject.toml

@@ -0,0 +1,115 @@
+[project]
+name = "open-webui"
+description = "Open WebUI (Formerly Ollama WebUI)"
+authors = [
+    { name = "Timothy Jaeryang Baek", email = "tim@openwebui.com" }
+]
+license = { file = "LICENSE" }
+dependencies = [
+    "fastapi==0.111.0",
+    "uvicorn[standard]==0.22.0",
+    "pydantic==2.7.1",
+    "python-multipart==0.0.9",
+
+    "Flask==3.0.3",
+    "Flask-Cors==4.0.1",
+
+    "python-socketio==5.11.2",
+    "python-jose==3.3.0",
+    "passlib[bcrypt]==1.7.4",
+
+    "requests==2.32.2",
+    "aiohttp==3.9.5",
+    "peewee==3.17.5",
+    "peewee-migrate==1.12.2",
+    "psycopg2-binary==2.9.9",
+    "PyMySQL==1.1.0",
+    "bcrypt==4.1.3",
+
+    "litellm[proxy]==1.37.20",
+
+    "boto3==1.34.110",
+
+    "argon2-cffi==23.1.0",
+    "APScheduler==3.10.4",
+    "google-generativeai==0.5.4",
+
+    "langchain==0.2.0",
+    "langchain-community==0.2.0",
+    "langchain-chroma==0.1.1",
+
+    "fake-useragent==1.5.1",
+    "chromadb==0.5.0",
+    "sentence-transformers==2.7.0",
+    "pypdf==4.2.0",
+    "docx2txt==0.8",
+    "unstructured==0.14.0",
+    "Markdown==3.6",
+    "pypandoc==1.13",
+    "pandas==2.2.2",
+    "openpyxl==3.1.2",
+    "pyxlsb==1.0.10",
+    "xlrd==2.0.1",
+    "validators==0.28.1",
+
+    "opencv-python-headless==4.9.0.80",
+    "rapidocr-onnxruntime==1.3.22",
+
+    "fpdf2==2.7.9",
+    "rank-bm25==0.2.2",
+
+    "faster-whisper==1.0.2",
+
+    "PyJWT[crypto]==2.8.0",
+
+    "black==24.4.2",
+    "langfuse==2.33.0",
+    "youtube-transcript-api==0.6.2",
+    "pytube==15.0.0",
+]
+readme = "README.md"
+requires-python = ">= 3.11, < 3.12.0a1"
+dynamic = ["version"]
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.11",
+    "Topic :: Communications :: Chat",
+    "Topic :: Multimedia",
+]
+
+[project.scripts]
+open-webui = "open_webui:app"
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.rye]
+managed = true
+dev-dependencies = []
+
+[tool.hatch.metadata]
+allow-direct-references = true
+
+[tool.hatch.version]
+path = "package.json"
+pattern = '"version":\s*"(?P<version>[^"]+)"'
+
+[tool.hatch.build.hooks.custom]  # keep this for reading hooks from `hatch_build.py`
+
+[tool.hatch.build.targets.wheel]
+sources = ["backend"]
+exclude = [
+    ".dockerignore",
+    ".gitignore",
+    ".webui_secret_key",
+    "dev.sh",
+    "requirements.txt",
+    "start.sh",
+    "start_windows.bat",
+    "webui.db",
+    "chroma.sqlite3",
+]
+force-include = { "CHANGELOG.md" = "open_webui/CHANGELOG.md", build = "open_webui/frontend" }

requirements-dev.lock

@@ -0,0 +1,688 @@
+# generated by rye
+# use `rye lock` or `rye sync` to update this lockfile
+#
+# last locked with the following flags:
+#   pre: false
+#   features: []
+#   all-features: false
+#   with-sources: false
+#   generate-hashes: false
+
+-e file:.
+aiohttp==3.9.5
+    # via langchain
+    # via langchain-community
+    # via litellm
+    # via open-webui
+aiosignal==1.3.1
+    # via aiohttp
+annotated-types==0.6.0
+    # via pydantic
+anyio==4.3.0
+    # via httpx
+    # via openai
+    # via starlette
+    # via watchfiles
+apscheduler==3.10.4
+    # via litellm
+    # via open-webui
+argon2-cffi==23.1.0
+    # via open-webui
+argon2-cffi-bindings==21.2.0
+    # via argon2-cffi
+asgiref==3.8.1
+    # via opentelemetry-instrumentation-asgi
+attrs==23.2.0
+    # via aiohttp
+av==11.0.0
+    # via faster-whisper
+backoff==2.2.1
+    # via langfuse
+    # via litellm
+    # via posthog
+    # via unstructured
+bcrypt==4.1.3
+    # via chromadb
+    # via open-webui
+    # via passlib
+beautifulsoup4==4.12.3
+    # via unstructured
+bidict==0.23.1
+    # via python-socketio
+black==24.4.2
+    # via open-webui
+blinker==1.8.2
+    # via flask
+boto3==1.34.110
+    # via open-webui
+botocore==1.34.110
+    # via boto3
+    # via s3transfer
+build==1.2.1
+    # via chromadb
+cachetools==5.3.3
+    # via google-auth
+certifi==2024.2.2
+    # via httpcore
+    # via httpx
+    # via kubernetes
+    # via requests
+    # via unstructured-client
+cffi==1.16.0
+    # via argon2-cffi-bindings
+    # via cryptography
+chardet==5.2.0
+    # via unstructured
+charset-normalizer==3.3.2
+    # via requests
+    # via unstructured-client
+chroma-hnswlib==0.7.3
+    # via chromadb
+chromadb==0.5.0
+    # via langchain-chroma
+    # via open-webui
+click==8.1.7
+    # via black
+    # via flask
+    # via litellm
+    # via nltk
+    # via peewee-migrate
+    # via rq
+    # via typer
+    # via uvicorn
+coloredlogs==15.0.1
+    # via onnxruntime
+cryptography==42.0.7
+    # via litellm
+    # via pyjwt
+ctranslate2==4.2.1
+    # via faster-whisper
+dataclasses-json==0.6.6
+    # via langchain
+    # via langchain-community
+    # via unstructured
+    # via unstructured-client
+deepdiff==7.0.1
+    # via unstructured-client
+defusedxml==0.7.1
+    # via fpdf2
+deprecated==1.2.14
+    # via opentelemetry-api
+    # via opentelemetry-exporter-otlp-proto-grpc
+distro==1.9.0
+    # via openai
+dnspython==2.6.1
+    # via email-validator
+docx2txt==0.8
+    # via open-webui
+ecdsa==0.19.0
+    # via python-jose
+email-validator==2.1.1
+    # via fastapi
+    # via pydantic
+emoji==2.11.1
+    # via unstructured
+et-xmlfile==1.1.0
+    # via openpyxl
+fake-useragent==1.5.1
+    # via open-webui
+fastapi==0.111.0
+    # via chromadb
+    # via fastapi-sso
+    # via langchain-chroma
+    # via litellm
+    # via open-webui
+fastapi-cli==0.0.4
+    # via fastapi
+fastapi-sso==0.10.0
+    # via litellm
+faster-whisper==1.0.2
+    # via open-webui
+filelock==3.14.0
+    # via huggingface-hub
+    # via torch
+    # via transformers
+filetype==1.2.0
+    # via unstructured
+flask==3.0.3
+    # via flask-cors
+    # via open-webui
+flask-cors==4.0.1
+    # via open-webui
+flatbuffers==24.3.25
+    # via onnxruntime
+fonttools==4.51.0
+    # via fpdf2
+fpdf2==2.7.9
+    # via open-webui
+frozenlist==1.4.1
+    # via aiohttp
+    # via aiosignal
+fsspec==2024.3.1
+    # via huggingface-hub
+    # via torch
+google-ai-generativelanguage==0.6.4
+    # via google-generativeai
+google-api-core==2.19.0
+    # via google-ai-generativelanguage
+    # via google-api-python-client
+    # via google-generativeai
+google-api-python-client==2.129.0
+    # via google-generativeai
+google-auth==2.29.0
+    # via google-ai-generativelanguage
+    # via google-api-core
+    # via google-api-python-client
+    # via google-auth-httplib2
+    # via google-generativeai
+    # via kubernetes
+google-auth-httplib2==0.2.0
+    # via google-api-python-client
+google-generativeai==0.5.4
+    # via open-webui
+googleapis-common-protos==1.63.0
+    # via google-api-core
+    # via grpcio-status
+    # via opentelemetry-exporter-otlp-proto-grpc
+grpcio==1.63.0
+    # via chromadb
+    # via google-api-core
+    # via grpcio-status
+    # via opentelemetry-exporter-otlp-proto-grpc
+grpcio-status==1.62.2
+    # via google-api-core
+gunicorn==22.0.0
+    # via litellm
+h11==0.14.0
+    # via httpcore
+    # via uvicorn
+    # via wsproto
+httpcore==1.0.5
+    # via httpx
+httplib2==0.22.0
+    # via google-api-python-client
+    # via google-auth-httplib2
+httptools==0.6.1
+    # via uvicorn
+httpx==0.27.0
+    # via fastapi
+    # via fastapi-sso
+    # via langfuse
+    # via openai
+huggingface-hub==0.23.0
+    # via faster-whisper
+    # via sentence-transformers
+    # via tokenizers
+    # via transformers
+humanfriendly==10.0
+    # via coloredlogs
+idna==3.7
+    # via anyio
+    # via email-validator
+    # via httpx
+    # via langfuse
+    # via requests
+    # via unstructured-client
+    # via yarl
+importlib-metadata==7.0.0
+    # via litellm
+    # via opentelemetry-api
+importlib-resources==6.4.0
+    # via chromadb
+itsdangerous==2.2.0
+    # via flask
+jinja2==3.1.4
+    # via fastapi
+    # via flask
+    # via litellm
+    # via torch
+jmespath==1.0.1
+    # via boto3
+    # via botocore
+joblib==1.4.2
+    # via nltk
+    # via scikit-learn
+jsonpatch==1.33
+    # via langchain-core
+jsonpath-python==1.0.6
+    # via unstructured-client
+jsonpointer==2.4
+    # via jsonpatch
+kubernetes==29.0.0
+    # via chromadb
+langchain==0.2.0
+    # via langchain-community
+    # via open-webui
+langchain-chroma==0.1.1
+    # via open-webui
+langchain-community==0.2.0
+    # via open-webui
+langchain-core==0.2.1
+    # via langchain
+    # via langchain-chroma
+    # via langchain-community
+    # via langchain-text-splitters
+langchain-text-splitters==0.2.0
+    # via langchain
+langdetect==1.0.9
+    # via unstructured
+langfuse==2.33.0
+    # via open-webui
+langsmith==0.1.57
+    # via langchain
+    # via langchain-community
+    # via langchain-core
+litellm==1.37.20
+    # via open-webui
+lxml==5.2.2
+    # via unstructured
+markdown==3.6
+    # via open-webui
+markdown-it-py==3.0.0
+    # via rich
+markupsafe==2.1.5
+    # via jinja2
+    # via werkzeug
+marshmallow==3.21.2
+    # via dataclasses-json
+    # via unstructured-client
+mdurl==0.1.2
+    # via markdown-it-py
+mmh3==4.1.0
+    # via chromadb
+monotonic==1.6
+    # via posthog
+mpmath==1.3.0
+    # via sympy
+multidict==6.0.5
+    # via aiohttp
+    # via yarl
+mypy-extensions==1.0.0
+    # via black
+    # via typing-inspect
+    # via unstructured-client
+networkx==3.3
+    # via torch
+nltk==3.8.1
+    # via unstructured
+numpy==1.26.4
+    # via chroma-hnswlib
+    # via chromadb
+    # via ctranslate2
+    # via langchain
+    # via langchain-chroma
+    # via langchain-community
+    # via onnxruntime
+    # via opencv-python
+    # via opencv-python-headless
+    # via pandas
+    # via rank-bm25
+    # via rapidocr-onnxruntime
+    # via scikit-learn
+    # via scipy
+    # via sentence-transformers
+    # via shapely
+    # via transformers
+    # via unstructured
+oauthlib==3.2.2
+    # via fastapi-sso
+    # via kubernetes
+    # via requests-oauthlib
+onnxruntime==1.17.3
+    # via chromadb
+    # via faster-whisper
+    # via rapidocr-onnxruntime
+openai==1.28.1
+    # via litellm
+opencv-python==4.9.0.80
+    # via rapidocr-onnxruntime
+opencv-python-headless==4.9.0.80
+    # via open-webui
+openpyxl==3.1.2
+    # via open-webui
+opentelemetry-api==1.24.0
+    # via chromadb
+    # via opentelemetry-exporter-otlp-proto-grpc
+    # via opentelemetry-instrumentation
+    # via opentelemetry-instrumentation-asgi
+    # via opentelemetry-instrumentation-fastapi
+    # via opentelemetry-sdk
+opentelemetry-exporter-otlp-proto-common==1.24.0
+    # via opentelemetry-exporter-otlp-proto-grpc
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+    # via chromadb
+opentelemetry-instrumentation==0.45b0
+    # via opentelemetry-instrumentation-asgi
+    # via opentelemetry-instrumentation-fastapi
+opentelemetry-instrumentation-asgi==0.45b0
+    # via opentelemetry-instrumentation-fastapi
+opentelemetry-instrumentation-fastapi==0.45b0
+    # via chromadb
+opentelemetry-proto==1.24.0
+    # via opentelemetry-exporter-otlp-proto-common
+    # via opentelemetry-exporter-otlp-proto-grpc
+opentelemetry-sdk==1.24.0
+    # via chromadb
+    # via opentelemetry-exporter-otlp-proto-grpc
+opentelemetry-semantic-conventions==0.45b0
+    # via opentelemetry-instrumentation-asgi
+    # via opentelemetry-instrumentation-fastapi
+    # via opentelemetry-sdk
+opentelemetry-util-http==0.45b0
+    # via opentelemetry-instrumentation-asgi
+    # via opentelemetry-instrumentation-fastapi
+ordered-set==4.1.0
+    # via deepdiff
+orjson==3.10.3
+    # via chromadb
+    # via fastapi
+    # via langsmith
+    # via litellm
+overrides==7.7.0
+    # via chromadb
+packaging==23.2
+    # via black
+    # via build
+    # via gunicorn
+    # via huggingface-hub
+    # via langchain-core
+    # via langfuse
+    # via marshmallow
+    # via onnxruntime
+    # via transformers
+    # via unstructured-client
+pandas==2.2.2
+    # via open-webui
+passlib==1.7.4
+    # via open-webui
+pathspec==0.12.1
+    # via black
+peewee==3.17.5
+    # via open-webui
+    # via peewee-migrate
+peewee-migrate==1.12.2
+    # via open-webui
+pillow==10.3.0
+    # via fpdf2
+    # via rapidocr-onnxruntime
+    # via sentence-transformers
+platformdirs==4.2.1
+    # via black
+posthog==3.5.0
+    # via chromadb
+proto-plus==1.23.0
+    # via google-ai-generativelanguage
+    # via google-api-core
+protobuf==4.25.3
+    # via google-ai-generativelanguage
+    # via google-api-core
+    # via google-generativeai
+    # via googleapis-common-protos
+    # via grpcio-status
+    # via onnxruntime
+    # via opentelemetry-proto
+    # via proto-plus
+psycopg2-binary==2.9.9
+    # via open-webui
+pyasn1==0.6.0
+    # via pyasn1-modules
+    # via python-jose
+    # via rsa
+pyasn1-modules==0.4.0
+    # via google-auth
+pyclipper==1.3.0.post5
+    # via rapidocr-onnxruntime
+pycparser==2.22
+    # via cffi
+pydantic==2.7.1
+    # via chromadb
+    # via fastapi
+    # via fastapi-sso
+    # via google-generativeai
+    # via langchain
+    # via langchain-core
+    # via langfuse
+    # via langsmith
+    # via open-webui
+    # via openai
+pydantic-core==2.18.2
+    # via pydantic
+pygments==2.18.0
+    # via rich
+pyjwt==2.8.0
+    # via litellm
+    # via open-webui
+pymysql==1.1.0
+    # via open-webui
+pypandoc==1.13
+    # via open-webui
+pyparsing==3.1.2
+    # via httplib2
+pypdf==4.2.0
+    # via open-webui
+    # via unstructured-client
+pypika==0.48.9
+    # via chromadb
+pyproject-hooks==1.1.0
+    # via build
+python-dateutil==2.9.0.post0
+    # via botocore
+    # via kubernetes
+    # via pandas
+    # via posthog
+    # via unstructured-client
+python-dotenv==1.0.1
+    # via litellm
+    # via uvicorn
+python-engineio==4.9.0
+    # via python-socketio
+python-iso639==2024.4.27
+    # via unstructured
+python-jose==3.3.0
+    # via open-webui
+python-magic==0.4.27
+    # via unstructured
+python-multipart==0.0.9
+    # via fastapi
+    # via litellm
+    # via open-webui
+python-socketio==5.11.2
+    # via open-webui
+pytube==15.0.0
+    # via open-webui
+pytz==2024.1
+    # via apscheduler
+    # via pandas
+pyxlsb==1.0.10
+    # via open-webui
+pyyaml==6.0.1
+    # via chromadb
+    # via ctranslate2
+    # via huggingface-hub
+    # via kubernetes
+    # via langchain
+    # via langchain-community
+    # via langchain-core
+    # via litellm
+    # via rapidocr-onnxruntime
+    # via transformers
+    # via uvicorn
+rank-bm25==0.2.2
+    # via open-webui
+rapidfuzz==3.9.0
+    # via unstructured
+rapidocr-onnxruntime==1.3.22
+    # via open-webui
+redis==5.0.4
+    # via rq
+regex==2024.5.10
+    # via nltk
+    # via tiktoken
+    # via transformers
+requests==2.32.2
+    # via chromadb
+    # via google-api-core
+    # via huggingface-hub
+    # via kubernetes
+    # via langchain
+    # via langchain-community
+    # via langsmith
+    # via litellm
+    # via open-webui
+    # via posthog
+    # via requests-oauthlib
+    # via tiktoken
+    # via transformers
+    # via unstructured
+    # via unstructured-client
+    # via youtube-transcript-api
+requests-oauthlib==2.0.0
+    # via kubernetes
+rich==13.7.1
+    # via typer
+rq==1.16.2
+    # via litellm
+rsa==4.9
+    # via google-auth
+    # via python-jose
+s3transfer==0.10.1
+    # via boto3
+safetensors==0.4.3
+    # via transformers
+scikit-learn==1.4.2
+    # via sentence-transformers
+scipy==1.13.0
+    # via scikit-learn
+    # via sentence-transformers
+sentence-transformers==2.7.0
+    # via open-webui
+setuptools==69.5.1
+    # via ctranslate2
+    # via opentelemetry-instrumentation
+shapely==2.0.4
+    # via rapidocr-onnxruntime
+shellingham==1.5.4
+    # via typer
+simple-websocket==1.0.0
+    # via python-engineio
+six==1.16.0
+    # via apscheduler
+    # via ecdsa
+    # via kubernetes
+    # via langdetect
+    # via posthog
+    # via python-dateutil
+    # via rapidocr-onnxruntime
+    # via unstructured-client
+sniffio==1.3.1
+    # via anyio
+    # via httpx
+    # via openai
+soupsieve==2.5
+    # via beautifulsoup4
+sqlalchemy==2.0.30
+    # via langchain
+    # via langchain-community
+starlette==0.37.2
+    # via fastapi
+sympy==1.12
+    # via onnxruntime
+    # via torch
+tabulate==0.9.0
+    # via unstructured
+tenacity==8.3.0
+    # via chromadb
+    # via langchain
+    # via langchain-community
+    # via langchain-core
+threadpoolctl==3.5.0
+    # via scikit-learn
+tiktoken==0.6.0
+    # via litellm
+tokenizers==0.15.2
+    # via chromadb
+    # via faster-whisper
+    # via litellm
+    # via transformers
+torch==2.3.0
+    # via sentence-transformers
+tqdm==4.66.4
+    # via chromadb
+    # via google-generativeai
+    # via huggingface-hub
+    # via nltk
+    # via openai
+    # via sentence-transformers
+    # via transformers
+transformers==4.39.3
+    # via sentence-transformers
+typer==0.12.3
+    # via chromadb
+    # via fastapi-cli
+typing-extensions==4.11.0
+    # via chromadb
+    # via fastapi
+    # via google-generativeai
+    # via huggingface-hub
+    # via openai
+    # via opentelemetry-sdk
+    # via pydantic
+    # via pydantic-core
+    # via sqlalchemy
+    # via torch
+    # via typer
+    # via typing-inspect
+    # via unstructured
+    # via unstructured-client
+typing-inspect==0.9.0
+    # via dataclasses-json
+    # via unstructured-client
+tzdata==2024.1
+    # via pandas
+tzlocal==5.2
+    # via apscheduler
+ujson==5.10.0
+    # via fastapi
+unstructured==0.14.0
+    # via open-webui
+unstructured-client==0.22.0
+    # via unstructured
+uritemplate==4.1.1
+    # via google-api-python-client
+urllib3==2.2.1
+    # via botocore
+    # via kubernetes
+    # via requests
+    # via unstructured-client
+uvicorn==0.22.0
+    # via chromadb
+    # via fastapi
+    # via litellm
+    # via open-webui
+uvloop==0.19.0
+    # via uvicorn
+validators==0.28.1
+    # via open-webui
+watchfiles==0.21.0
+    # via uvicorn
+websocket-client==1.8.0
+    # via kubernetes
+websockets==12.0
+    # via uvicorn
+werkzeug==3.0.3
+    # via flask
+wrapt==1.16.0
+    # via deprecated
+    # via langfuse
+    # via opentelemetry-instrumentation
+    # via unstructured
+wsproto==1.2.0
+    # via simple-websocket
+xlrd==2.0.1
+    # via open-webui
+yarl==1.9.4
+    # via aiohttp
+youtube-transcript-api==0.6.2
+    # via open-webui
+zipp==3.18.1
+    # via importlib-metadata

requirements.lock

@@ -0,0 +1,688 @@
+# generated by rye
+# use `rye lock` or `rye sync` to update this lockfile
+#
+# last locked with the following flags:
+#   pre: false
+#   features: []
+#   all-features: false
+#   with-sources: false
+#   generate-hashes: false
+
+-e file:.
+aiohttp==3.9.5
+    # via langchain
+    # via langchain-community
+    # via litellm
+    # via open-webui
+aiosignal==1.3.1
+    # via aiohttp
+annotated-types==0.6.0
+    # via pydantic
+anyio==4.3.0
+    # via httpx
+    # via openai
+    # via starlette
+    # via watchfiles
+apscheduler==3.10.4
+    # via litellm
+    # via open-webui
+argon2-cffi==23.1.0
+    # via open-webui
+argon2-cffi-bindings==21.2.0
+    # via argon2-cffi
+asgiref==3.8.1
+    # via opentelemetry-instrumentation-asgi
+attrs==23.2.0
+    # via aiohttp
+av==11.0.0
+    # via faster-whisper
+backoff==2.2.1
+    # via langfuse
+    # via litellm
+    # via posthog
+    # via unstructured
+bcrypt==4.1.3
+    # via chromadb
+    # via open-webui
+    # via passlib
+beautifulsoup4==4.12.3
+    # via unstructured
+bidict==0.23.1
+    # via python-socketio
+black==24.4.2
+    # via open-webui
+blinker==1.8.2
+    # via flask
+boto3==1.34.110
+    # via open-webui
+botocore==1.34.110
+    # via boto3
+    # via s3transfer
+build==1.2.1
+    # via chromadb
+cachetools==5.3.3
+    # via google-auth
+certifi==2024.2.2
+    # via httpcore
+    # via httpx
+    # via kubernetes
+    # via requests
+    # via unstructured-client
+cffi==1.16.0
+    # via argon2-cffi-bindings
+    # via cryptography
+chardet==5.2.0
+    # via unstructured
+charset-normalizer==3.3.2
+    # via requests
+    # via unstructured-client
+chroma-hnswlib==0.7.3
+    # via chromadb
+chromadb==0.5.0
+    # via langchain-chroma
+    # via open-webui
+click==8.1.7
+    # via black
+    # via flask
+    # via litellm
+    # via nltk
+    # via peewee-migrate
+    # via rq
+    # via typer
+    # via uvicorn
+coloredlogs==15.0.1
+    # via onnxruntime
+cryptography==42.0.7
+    # via litellm
+    # via pyjwt
+ctranslate2==4.2.1
+    # via faster-whisper
+dataclasses-json==0.6.6
+    # via langchain
+    # via langchain-community
+    # via unstructured
+    # via unstructured-client
+deepdiff==7.0.1
+    # via unstructured-client
+defusedxml==0.7.1
+    # via fpdf2
+deprecated==1.2.14
+    # via opentelemetry-api
+    # via opentelemetry-exporter-otlp-proto-grpc
+distro==1.9.0
+    # via openai
+dnspython==2.6.1
+    # via email-validator
+docx2txt==0.8
+    # via open-webui
+ecdsa==0.19.0
+    # via python-jose
+email-validator==2.1.1
+    # via fastapi
+    # via pydantic
+emoji==2.11.1
+    # via unstructured
+et-xmlfile==1.1.0
+    # via openpyxl
+fake-useragent==1.5.1
+    # via open-webui
+fastapi==0.111.0
+    # via chromadb
+    # via fastapi-sso
+    # via langchain-chroma
+    # via litellm
+    # via open-webui
+fastapi-cli==0.0.4
+    # via fastapi
+fastapi-sso==0.10.0
+    # via litellm
+faster-whisper==1.0.2
+    # via open-webui
+filelock==3.14.0
+    # via huggingface-hub
+    # via torch
+    # via transformers
+filetype==1.2.0
+    # via unstructured
+flask==3.0.3
+    # via flask-cors
+    # via open-webui
+flask-cors==4.0.1
+    # via open-webui
+flatbuffers==24.3.25
+    # via onnxruntime
+fonttools==4.51.0
+    # via fpdf2
+fpdf2==2.7.9
+    # via open-webui
+frozenlist==1.4.1
+    # via aiohttp
+    # via aiosignal
+fsspec==2024.3.1
+    # via huggingface-hub
+    # via torch
+google-ai-generativelanguage==0.6.4
+    # via google-generativeai
+google-api-core==2.19.0
+    # via google-ai-generativelanguage
+    # via google-api-python-client
+    # via google-generativeai
+google-api-python-client==2.129.0
+    # via google-generativeai
+google-auth==2.29.0
+    # via google-ai-generativelanguage
+    # via google-api-core
+    # via google-api-python-client
+    # via google-auth-httplib2
+    # via google-generativeai
+    # via kubernetes
+google-auth-httplib2==0.2.0
+    # via google-api-python-client
+google-generativeai==0.5.4
+    # via open-webui
+googleapis-common-protos==1.63.0
+    # via google-api-core
+    # via grpcio-status
+    # via opentelemetry-exporter-otlp-proto-grpc
+grpcio==1.63.0
+    # via chromadb
+    # via google-api-core
+    # via grpcio-status
+    # via opentelemetry-exporter-otlp-proto-grpc
+grpcio-status==1.62.2
+    # via google-api-core
+gunicorn==22.0.0
+    # via litellm
+h11==0.14.0
+    # via httpcore
+    # via uvicorn
+    # via wsproto
+httpcore==1.0.5
+    # via httpx
+httplib2==0.22.0
+    # via google-api-python-client
+    # via google-auth-httplib2
+httptools==0.6.1
+    # via uvicorn
+httpx==0.27.0
+    # via fastapi
+    # via fastapi-sso
+    # via langfuse
+    # via openai
+huggingface-hub==0.23.0
+    # via faster-whisper
+    # via sentence-transformers
+    # via tokenizers
+    # via transformers
+humanfriendly==10.0
+    # via coloredlogs
+idna==3.7
+    # via anyio
+    # via email-validator
+    # via httpx
+    # via langfuse
+    # via requests
+    # via unstructured-client
+    # via yarl
+importlib-metadata==7.0.0
+    # via litellm
+    # via opentelemetry-api
+importlib-resources==6.4.0
+    # via chromadb
+itsdangerous==2.2.0
+    # via flask
+jinja2==3.1.4
+    # via fastapi
+    # via flask
+    # via litellm
+    # via torch
+jmespath==1.0.1
+    # via boto3
+    # via botocore
+joblib==1.4.2
+    # via nltk
+    # via scikit-learn
+jsonpatch==1.33
+    # via langchain-core
+jsonpath-python==1.0.6
+    # via unstructured-client
+jsonpointer==2.4
+    # via jsonpatch
+kubernetes==29.0.0
+    # via chromadb
+langchain==0.2.0
+    # via langchain-community
+    # via open-webui
+langchain-chroma==0.1.1
+    # via open-webui
+langchain-community==0.2.0
+    # via open-webui
+langchain-core==0.2.1
+    # via langchain
+    # via langchain-chroma
+    # via langchain-community
+    # via langchain-text-splitters
+langchain-text-splitters==0.2.0
+    # via langchain
+langdetect==1.0.9
+    # via unstructured
+langfuse==2.33.0
+    # via open-webui
+langsmith==0.1.57
+    # via langchain
+    # via langchain-community
+    # via langchain-core
+litellm==1.37.20
+    # via open-webui
+lxml==5.2.2
+    # via unstructured
+markdown==3.6
+    # via open-webui
+markdown-it-py==3.0.0
+    # via rich
+markupsafe==2.1.5
+    # via jinja2
+    # via werkzeug
+marshmallow==3.21.2
+    # via dataclasses-json
+    # via unstructured-client
+mdurl==0.1.2
+    # via markdown-it-py
+mmh3==4.1.0
+    # via chromadb
+monotonic==1.6
+    # via posthog
+mpmath==1.3.0
+    # via sympy
+multidict==6.0.5
+    # via aiohttp
+    # via yarl
+mypy-extensions==1.0.0
+    # via black
+    # via typing-inspect
+    # via unstructured-client
+networkx==3.3
+    # via torch
+nltk==3.8.1
+    # via unstructured
+numpy==1.26.4
+    # via chroma-hnswlib
+    # via chromadb
+    # via ctranslate2
+    # via langchain
+    # via langchain-chroma
+    # via langchain-community
+    # via onnxruntime
+    # via opencv-python
+    # via opencv-python-headless
+    # via pandas
+    # via rank-bm25
+    # via rapidocr-onnxruntime
+    # via scikit-learn
+    # via scipy
+    # via sentence-transformers
+    # via shapely
+    # via transformers
+    # via unstructured
+oauthlib==3.2.2
+    # via fastapi-sso
+    # via kubernetes
+    # via requests-oauthlib
+onnxruntime==1.17.3
+    # via chromadb
+    # via faster-whisper
+    # via rapidocr-onnxruntime
+openai==1.28.1
+    # via litellm
+opencv-python==4.9.0.80
+    # via rapidocr-onnxruntime
+opencv-python-headless==4.9.0.80
+    # via open-webui
+openpyxl==3.1.2
+    # via open-webui
+opentelemetry-api==1.24.0
+    # via chromadb
+    # via opentelemetry-exporter-otlp-proto-grpc
+    # via opentelemetry-instrumentation
+    # via opentelemetry-instrumentation-asgi
+    # via opentelemetry-instrumentation-fastapi
+    # via opentelemetry-sdk
+opentelemetry-exporter-otlp-proto-common==1.24.0
+    # via opentelemetry-exporter-otlp-proto-grpc
+opentelemetry-exporter-otlp-proto-grpc==1.24.0
+    # via chromadb
+opentelemetry-instrumentation==0.45b0
+    # via opentelemetry-instrumentation-asgi
+    # via opentelemetry-instrumentation-fastapi
+opentelemetry-instrumentation-asgi==0.45b0
+    # via opentelemetry-instrumentation-fastapi
+opentelemetry-instrumentation-fastapi==0.45b0
+    # via chromadb
+opentelemetry-proto==1.24.0
+    # via opentelemetry-exporter-otlp-proto-common
+    # via opentelemetry-exporter-otlp-proto-grpc
+opentelemetry-sdk==1.24.0
+    # via chromadb
+    # via opentelemetry-exporter-otlp-proto-grpc
+opentelemetry-semantic-conventions==0.45b0
+    # via opentelemetry-instrumentation-asgi
+    # via opentelemetry-instrumentation-fastapi
+    # via opentelemetry-sdk
+opentelemetry-util-http==0.45b0
+    # via opentelemetry-instrumentation-asgi
+    # via opentelemetry-instrumentation-fastapi
+ordered-set==4.1.0
+    # via deepdiff
+orjson==3.10.3
+    # via chromadb
+    # via fastapi
+    # via langsmith
+    # via litellm
+overrides==7.7.0
+    # via chromadb
+packaging==23.2
+    # via black
+    # via build
+    # via gunicorn
+    # via huggingface-hub
+    # via langchain-core
+    # via langfuse
+    # via marshmallow
+    # via onnxruntime
+    # via transformers
+    # via unstructured-client
+pandas==2.2.2
+    # via open-webui
+passlib==1.7.4
+    # via open-webui
+pathspec==0.12.1
+    # via black
+peewee==3.17.5
+    # via open-webui
+    # via peewee-migrate
+peewee-migrate==1.12.2
+    # via open-webui
+pillow==10.3.0
+    # via fpdf2
+    # via rapidocr-onnxruntime
+    # via sentence-transformers
+platformdirs==4.2.1
+    # via black
+posthog==3.5.0
+    # via chromadb
+proto-plus==1.23.0
+    # via google-ai-generativelanguage
+    # via google-api-core
+protobuf==4.25.3
+    # via google-ai-generativelanguage
+    # via google-api-core
+    # via google-generativeai
+    # via googleapis-common-protos
+    # via grpcio-status
+    # via onnxruntime
+    # via opentelemetry-proto
+    # via proto-plus
+psycopg2-binary==2.9.9
+    # via open-webui
+pyasn1==0.6.0
+    # via pyasn1-modules
+    # via python-jose
+    # via rsa
+pyasn1-modules==0.4.0
+    # via google-auth
+pyclipper==1.3.0.post5
+    # via rapidocr-onnxruntime
+pycparser==2.22
+    # via cffi
+pydantic==2.7.1
+    # via chromadb
+    # via fastapi
+    # via fastapi-sso
+    # via google-generativeai
+    # via langchain
+    # via langchain-core
+    # via langfuse
+    # via langsmith
+    # via open-webui
+    # via openai
+pydantic-core==2.18.2
+    # via pydantic
+pygments==2.18.0
+    # via rich
+pyjwt==2.8.0
+    # via litellm
+    # via open-webui
+pymysql==1.1.0
+    # via open-webui
+pypandoc==1.13
+    # via open-webui
+pyparsing==3.1.2
+    # via httplib2
+pypdf==4.2.0
+    # via open-webui
+    # via unstructured-client
+pypika==0.48.9
+    # via chromadb
+pyproject-hooks==1.1.0
+    # via build
+python-dateutil==2.9.0.post0
+    # via botocore
+    # via kubernetes
+    # via pandas
+    # via posthog
+    # via unstructured-client
+python-dotenv==1.0.1
+    # via litellm
+    # via uvicorn
+python-engineio==4.9.0
+    # via python-socketio
+python-iso639==2024.4.27
+    # via unstructured
+python-jose==3.3.0
+    # via open-webui
+python-magic==0.4.27
+    # via unstructured
+python-multipart==0.0.9
+    # via fastapi
+    # via litellm
+    # via open-webui
+python-socketio==5.11.2
+    # via open-webui
+pytube==15.0.0
+    # via open-webui
+pytz==2024.1
+    # via apscheduler
+    # via pandas
+pyxlsb==1.0.10
+    # via open-webui
+pyyaml==6.0.1
+    # via chromadb
+    # via ctranslate2
+    # via huggingface-hub
+    # via kubernetes
+    # via langchain
+    # via langchain-community
+    # via langchain-core
+    # via litellm
+    # via rapidocr-onnxruntime
+    # via transformers
+    # via uvicorn
+rank-bm25==0.2.2
+    # via open-webui
+rapidfuzz==3.9.0
+    # via unstructured
+rapidocr-onnxruntime==1.3.22
+    # via open-webui
+redis==5.0.4
+    # via rq
+regex==2024.5.10
+    # via nltk
+    # via tiktoken
+    # via transformers
+requests==2.32.2
+    # via chromadb
+    # via google-api-core
+    # via huggingface-hub
+    # via kubernetes
+    # via langchain
+    # via langchain-community
+    # via langsmith
+    # via litellm
+    # via open-webui
+    # via posthog
+    # via requests-oauthlib
+    # via tiktoken
+    # via transformers
+    # via unstructured
+    # via unstructured-client
+    # via youtube-transcript-api
+requests-oauthlib==2.0.0
+    # via kubernetes
+rich==13.7.1
+    # via typer
+rq==1.16.2
+    # via litellm
+rsa==4.9
+    # via google-auth
+    # via python-jose
+s3transfer==0.10.1
+    # via boto3
+safetensors==0.4.3
+    # via transformers
+scikit-learn==1.4.2
+    # via sentence-transformers
+scipy==1.13.0
+    # via scikit-learn
+    # via sentence-transformers
+sentence-transformers==2.7.0
+    # via open-webui
+setuptools==69.5.1
+    # via ctranslate2
+    # via opentelemetry-instrumentation
+shapely==2.0.4
+    # via rapidocr-onnxruntime
+shellingham==1.5.4
+    # via typer
+simple-websocket==1.0.0
+    # via python-engineio
+six==1.16.0
+    # via apscheduler
+    # via ecdsa
+    # via kubernetes
+    # via langdetect
+    # via posthog
+    # via python-dateutil
+    # via rapidocr-onnxruntime
+    # via unstructured-client
+sniffio==1.3.1
+    # via anyio
+    # via httpx
+    # via openai
+soupsieve==2.5
+    # via beautifulsoup4
+sqlalchemy==2.0.30
+    # via langchain
+    # via langchain-community
+starlette==0.37.2
+    # via fastapi
+sympy==1.12
+    # via onnxruntime
+    # via torch
+tabulate==0.9.0
+    # via unstructured
+tenacity==8.3.0
+    # via chromadb
+    # via langchain
+    # via langchain-community
+    # via langchain-core
+threadpoolctl==3.5.0
+    # via scikit-learn
+tiktoken==0.6.0
+    # via litellm
+tokenizers==0.15.2
+    # via chromadb
+    # via faster-whisper
+    # via litellm
+    # via transformers
+torch==2.3.0
+    # via sentence-transformers
+tqdm==4.66.4
+    # via chromadb
+    # via google-generativeai
+    # via huggingface-hub
+    # via nltk
+    # via openai
+    # via sentence-transformers
+    # via transformers
+transformers==4.39.3
+    # via sentence-transformers
+typer==0.12.3
+    # via chromadb
+    # via fastapi-cli
+typing-extensions==4.11.0
+    # via chromadb
+    # via fastapi
+    # via google-generativeai
+    # via huggingface-hub
+    # via openai
+    # via opentelemetry-sdk
+    # via pydantic
+    # via pydantic-core
+    # via sqlalchemy
+    # via torch
+    # via typer
+    # via typing-inspect
+    # via unstructured
+    # via unstructured-client
+typing-inspect==0.9.0
+    # via dataclasses-json
+    # via unstructured-client
+tzdata==2024.1
+    # via pandas
+tzlocal==5.2
+    # via apscheduler
+ujson==5.10.0
+    # via fastapi
+unstructured==0.14.0
+    # via open-webui
+unstructured-client==0.22.0
+    # via unstructured
+uritemplate==4.1.1
+    # via google-api-python-client
+urllib3==2.2.1
+    # via botocore
+    # via kubernetes
+    # via requests
+    # via unstructured-client
+uvicorn==0.22.0
+    # via chromadb
+    # via fastapi
+    # via litellm
+    # via open-webui
+uvloop==0.19.0
+    # via uvicorn
+validators==0.28.1
+    # via open-webui
+watchfiles==0.21.0
+    # via uvicorn
+websocket-client==1.8.0
+    # via kubernetes
+websockets==12.0
+    # via uvicorn
+werkzeug==3.0.3
+    # via flask
+wrapt==1.16.0
+    # via deprecated
+    # via langfuse
+    # via opentelemetry-instrumentation
+    # via unstructured
+wsproto==1.2.0
+    # via simple-websocket
+xlrd==2.0.1
+    # via open-webui
+yarl==1.9.4
+    # via aiohttp
+youtube-transcript-api==0.6.2
+    # via open-webui
+zipp==3.18.1
+    # via importlib-metadata

src/lib/apis/chats/index.ts

@@ -325,6 +325,44 @@ export const getChatByShareId = async (token: string, share_id: string) => {
 	return res;
 };
 
+export const cloneChatById = async (token: string, id: string) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/chats/${id}/clone`, {
+		method: 'GET',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.then((json) => {
+			return json;
+		})
+		.catch((err) => {
+			error = err;
+
+			if ('detail' in err) {
+				error = err.detail;
+			} else {
+				error = err;
+			}
+
+			console.log(err);
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
 export const shareChatById = async (token: string, id: string) => {
 	let error = null;
 
@@ -654,3 +692,35 @@ export const deleteAllChats = async (token: string) => {
 
 	return res;
 };
+
+export const archiveAllChats = async (token: string) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/chats/archive/all`, {
+		method: 'POST',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.then((json) => {
+			return json;
+		})
+		.catch((err) => {
+			error = err.detail;
+
+			console.log(err);
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};

src/lib/apis/configs/index.ts

@@ -1,4 +1,5 @@
 import { WEBUI_API_BASE_URL } from '$lib/constants';
+import type { Banner } from '$lib/types';
 
 export const setDefaultModels = async (token: string, models: string) => {
 	let error = null;
@@ -59,3 +60,60 @@ export const setDefaultPromptSuggestions = async (token: string, promptSuggestio
 
 	return res;
 };
+
+export const getBanners = async (token: string): Promise<Banner[]> => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/configs/banners`, {
+		method: 'GET',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err.detail;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const setBanners = async (token: string, banners: Banner[]) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/configs/banners`, {
+		method: 'POST',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		},
+		body: JSON.stringify({
+			banners: banners
+		})
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err.detail;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};

src/lib/apis/index.ts

@@ -1,4 +1,362 @@
-import { WEBUI_BASE_URL } from '$lib/constants';
+import { WEBUI_API_BASE_URL, WEBUI_BASE_URL } from '$lib/constants';
+
+export const getModels = async (token: string = '') => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/models`, {
+		method: 'GET',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	let models = res?.data ?? [];
+
+	models = models
+		.filter((models) => models)
+		// Sort the models
+		.sort((a, b) => {
+			// Check if models have position property
+			const aHasPosition = a.info?.meta?.position !== undefined;
+			const bHasPosition = b.info?.meta?.position !== undefined;
+
+			// If both a and b have the position property
+			if (aHasPosition && bHasPosition) {
+				return a.info.meta.position - b.info.meta.position;
+			}
+
+			// If only a has the position property, it should come first
+			if (aHasPosition) return -1;
+
+			// If only b has the position property, it should come first
+			if (bHasPosition) return 1;
+
+			// Compare case-insensitively by name for models without position property
+			const lowerA = a.name.toLowerCase();
+			const lowerB = b.name.toLowerCase();
+
+			if (lowerA < lowerB) return -1;
+			if (lowerA > lowerB) return 1;
+
+			// If same case-insensitively, sort by original strings,
+			// lowercase will come before uppercase due to ASCII values
+			if (a.name < b.name) return -1;
+			if (a.name > b.name) return 1;
+
+			return 0; // They are equal
+		});
+
+	console.log(models);
+	return models;
+};
+
+type ChatCompletedForm = {
+	model: string;
+	messages: string[];
+	chat_id: string;
+};
+
+export const chatCompleted = async (token: string, body: ChatCompletedForm) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/chat/completed`, {
+		method: 'POST',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		},
+		body: JSON.stringify(body)
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			if ('detail' in err) {
+				error = err.detail;
+			} else {
+				error = err;
+			}
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const getPipelinesList = async (token: string = '') => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/pipelines/list`, {
+		method: 'GET',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	let pipelines = res?.data ?? [];
+	return pipelines;
+};
+
+export const downloadPipeline = async (token: string, url: string, urlIdx: string) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/pipelines/add`, {
+		method: 'POST',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		},
+		body: JSON.stringify({
+			url: url,
+			urlIdx: urlIdx
+		})
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			if ('detail' in err) {
+				error = err.detail;
+			} else {
+				error = err;
+			}
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const deletePipeline = async (token: string, id: string, urlIdx: string) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/pipelines/delete`, {
+		method: 'DELETE',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		},
+		body: JSON.stringify({
+			id: id,
+			urlIdx: urlIdx
+		})
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			if ('detail' in err) {
+				error = err.detail;
+			} else {
+				error = err;
+			}
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const getPipelines = async (token: string, urlIdx?: string) => {
+	let error = null;
+
+	const searchParams = new URLSearchParams();
+	if (urlIdx !== undefined) {
+		searchParams.append('urlIdx', urlIdx);
+	}
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/pipelines?${searchParams.toString()}`, {
+		method: 'GET',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	let pipelines = res?.data ?? [];
+	return pipelines;
+};
+
+export const getPipelineValves = async (token: string, pipeline_id: string, urlIdx: string) => {
+	let error = null;
+
+	const searchParams = new URLSearchParams();
+	if (urlIdx !== undefined) {
+		searchParams.append('urlIdx', urlIdx);
+	}
+
+	const res = await fetch(
+		`${WEBUI_BASE_URL}/api/pipelines/${pipeline_id}/valves?${searchParams.toString()}`,
+		{
+			method: 'GET',
+			headers: {
+				Accept: 'application/json',
+				'Content-Type': 'application/json',
+				...(token && { authorization: `Bearer ${token}` })
+			}
+		}
+	)
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const getPipelineValvesSpec = async (token: string, pipeline_id: string, urlIdx: string) => {
+	let error = null;
+
+	const searchParams = new URLSearchParams();
+	if (urlIdx !== undefined) {
+		searchParams.append('urlIdx', urlIdx);
+	}
+
+	const res = await fetch(
+		`${WEBUI_BASE_URL}/api/pipelines/${pipeline_id}/valves/spec?${searchParams.toString()}`,
+		{
+			method: 'GET',
+			headers: {
+				Accept: 'application/json',
+				'Content-Type': 'application/json',
+				...(token && { authorization: `Bearer ${token}` })
+			}
+		}
+	)
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const updatePipelineValves = async (
+	token: string = '',
+	pipeline_id: string,
+	valves: object,
+	urlIdx: string
+) => {
+	let error = null;
+
+	const searchParams = new URLSearchParams();
+	if (urlIdx !== undefined) {
+		searchParams.append('urlIdx', urlIdx);
+	}
+
+	const res = await fetch(
+		`${WEBUI_BASE_URL}/api/pipelines/${pipeline_id}/valves/update?${searchParams.toString()}`,
+		{
+			method: 'POST',
+			headers: {
+				Accept: 'application/json',
+				'Content-Type': 'application/json',
+				...(token && { authorization: `Bearer ${token}` })
+			},
+			body: JSON.stringify(valves)
+		}
+	)
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+
+			if ('detail' in err) {
+				error = err.detail;
+			} else {
+				error = err;
+			}
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
 
 export const getBackendConfig = async () => {
 	let error = null;
@@ -196,3 +554,131 @@ export const updateWebhookUrl = async (token: string, url: string) => {
 
 	return res.url;
 };
+
+export const getCommunitySharingEnabledStatus = async (token: string) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/community_sharing`, {
+		method: 'GET',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const toggleCommunitySharingEnabledStatus = async (token: string) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/community_sharing/toggle`, {
+		method: 'GET',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err.detail;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const getModelConfig = async (token: string): Promise<GlobalModelConfig> => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/config/models`, {
+		method: 'GET',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res.models;
+};
+
+export interface ModelConfig {
+	id: string;
+	name: string;
+	meta: ModelMeta;
+	base_model_id?: string;
+	params: ModelParams;
+}
+
+export interface ModelMeta {
+	description?: string;
+	capabilities?: object;
+}
+
+export interface ModelParams {}
+
+export type GlobalModelConfig = ModelConfig[];
+
+export const updateModelConfig = async (token: string, config: GlobalModelConfig) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_BASE_URL}/api/config/models`, {
+		method: 'POST',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		},
+		body: JSON.stringify({
+			models: config
+		})
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};

src/lib/apis/litellm/index.ts

@@ -1,150 +0,0 @@
-import { LITELLM_API_BASE_URL } from '$lib/constants';
-
-export const getLiteLLMModels = async (token: string = '') => {
-	let error = null;
-
-	const res = await fetch(`${LITELLM_API_BASE_URL}/v1/models`, {
-		method: 'GET',
-		headers: {
-			Accept: 'application/json',
-			'Content-Type': 'application/json',
-			...(token && { authorization: `Bearer ${token}` })
-		}
-	})
-		.then(async (res) => {
-			if (!res.ok) throw await res.json();
-			return res.json();
-		})
-		.catch((err) => {
-			console.log(err);
-			error = `LiteLLM: ${err?.error?.message ?? 'Network Problem'}`;
-			return [];
-		});
-
-	if (error) {
-		throw error;
-	}
-
-	const models = Array.isArray(res) ? res : res?.data ?? null;
-
-	return models
-		? models
-				.map((model) => ({
-					id: model.id,
-					name: model.name ?? model.id,
-					external: true,
-					source: 'LiteLLM'
-				}))
-				.sort((a, b) => {
-					return a.name.localeCompare(b.name);
-				})
-		: models;
-};
-
-export const getLiteLLMModelInfo = async (token: string = '') => {
-	let error = null;
-
-	const res = await fetch(`${LITELLM_API_BASE_URL}/model/info`, {
-		method: 'GET',
-		headers: {
-			Accept: 'application/json',
-			'Content-Type': 'application/json',
-			...(token && { authorization: `Bearer ${token}` })
-		}
-	})
-		.then(async (res) => {
-			if (!res.ok) throw await res.json();
-			return res.json();
-		})
-		.catch((err) => {
-			console.log(err);
-			error = `LiteLLM: ${err?.error?.message ?? 'Network Problem'}`;
-			return [];
-		});
-
-	if (error) {
-		throw error;
-	}
-
-	const models = Array.isArray(res) ? res : res?.data ?? null;
-
-	return models;
-};
-
-type AddLiteLLMModelForm = {
-	name: string;
-	model: string;
-	api_base: string;
-	api_key: string;
-	rpm: string;
-	max_tokens: string;
-};
-
-export const addLiteLLMModel = async (token: string = '', payload: AddLiteLLMModelForm) => {
-	let error = null;
-
-	const res = await fetch(`${LITELLM_API_BASE_URL}/model/new`, {
-		method: 'POST',
-		headers: {
-			Accept: 'application/json',
-			'Content-Type': 'application/json',
-			...(token && { authorization: `Bearer ${token}` })
-		},
-		body: JSON.stringify({
-			model_name: payload.name,
-			litellm_params: {
-				model: payload.model,
-				...(payload.api_base === '' ? {} : { api_base: payload.api_base }),
-				...(payload.api_key === '' ? {} : { api_key: payload.api_key }),
-				...(isNaN(parseInt(payload.rpm)) ? {} : { rpm: parseInt(payload.rpm) }),
-				...(payload.max_tokens === '' ? {} : { max_tokens: payload.max_tokens })
-			}
-		})
-	})
-		.then(async (res) => {
-			if (!res.ok) throw await res.json();
-			return res.json();
-		})
-		.catch((err) => {
-			console.log(err);
-			error = `LiteLLM: ${err?.error?.message ?? 'Network Problem'}`;
-			return [];
-		});
-
-	if (error) {
-		throw error;
-	}
-
-	return res;
-};
-
-export const deleteLiteLLMModel = async (token: string = '', id: string) => {
-	let error = null;
-
-	const res = await fetch(`${LITELLM_API_BASE_URL}/model/delete`, {
-		method: 'POST',
-		headers: {
-			Accept: 'application/json',
-			'Content-Type': 'application/json',
-			...(token && { authorization: `Bearer ${token}` })
-		},
-		body: JSON.stringify({
-			id: id
-		})
-	})
-		.then(async (res) => {
-			if (!res.ok) throw await res.json();
-			return res.json();
-		})
-		.catch((err) => {
-			console.log(err);
-			error = `LiteLLM: ${err?.error?.message ?? 'Network Problem'}`;
-			return [];
-		});
-
-	if (error) {
-		throw error;
-	}
-
-	return res;
-};

src/lib/apis/models/index.ts

@@ -1,18 +1,16 @@
 import { WEBUI_API_BASE_URL } from '$lib/constants';
 
-export const createNewModelfile = async (token: string, modelfile: object) => {
+export const addNewModel = async (token: string, model: object) => {
 	let error = null;
 
-	const res = await fetch(`${WEBUI_API_BASE_URL}/modelfiles/create`, {
+	const res = await fetch(`${WEBUI_API_BASE_URL}/models/add`, {
 		method: 'POST',
 		headers: {
 			Accept: 'application/json',
 			'Content-Type': 'application/json',
 			authorization: `Bearer ${token}`
 		},
-		body: JSON.stringify({
+		body: JSON.stringify(model)
-			modelfile: modelfile
-		})
 	})
 		.then(async (res) => {
 			if (!res.ok) throw await res.json();
@@ -31,10 +29,10 @@ export const createNewModelfile = async (token: string, modelfile: object) => {
 	return res;
 };
 
-export const getModelfiles = async (token: string = '') => {
+export const getModelInfos = async (token: string = '') => {
 	let error = null;
 
-	const res = await fetch(`${WEBUI_API_BASE_URL}/modelfiles/`, {
+	const res = await fetch(`${WEBUI_API_BASE_URL}/models`, {
 		method: 'GET',
 		headers: {
 			Accept: 'application/json',
@@ -59,62 +57,22 @@ export const getModelfiles = async (token: string = '') => {
 		throw error;
 	}
 
-	return res.map((modelfile) => modelfile.modelfile);
+	return res;
 };
 
-export const getModelfileByTagName = async (token: string, tagName: string) => {
+export const getModelById = async (token: string, id: string) => {
 	let error = null;
 
-	const res = await fetch(`${WEBUI_API_BASE_URL}/modelfiles/`, {
+	const searchParams = new URLSearchParams();
-		method: 'POST',
+	searchParams.append('id', id);
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/models?${searchParams.toString()}`, {
+		method: 'GET',
 		headers: {
 			Accept: 'application/json',
 			'Content-Type': 'application/json',
 			authorization: `Bearer ${token}`
-		},
+		}
-		body: JSON.stringify({
-			tag_name: tagName
-		})
-	})
-		.then(async (res) => {
-			if (!res.ok) throw await res.json();
-			return res.json();
-		})
-		.then((json) => {
-			return json;
-		})
-		.catch((err) => {
-			error = err;
-
-			console.log(err);
-			return null;
-		});
-
-	if (error) {
-		throw error;
-	}
-
-	return res.modelfile;
-};
-
-export const updateModelfileByTagName = async (
-	token: string,
-	tagName: string,
-	modelfile: object
-) => {
-	let error = null;
-
-	const res = await fetch(`${WEBUI_API_BASE_URL}/modelfiles/update`, {
-		method: 'POST',
-		headers: {
-			Accept: 'application/json',
-			'Content-Type': 'application/json',
-			authorization: `Bearer ${token}`
-		},
-		body: JSON.stringify({
-			tag_name: tagName,
-			modelfile: modelfile
-		})
 	})
 		.then(async (res) => {
 			if (!res.ok) throw await res.json();
@@ -137,19 +95,55 @@ export const updateModelfileByTagName = async (
 	return res;
 };
 
-export const deleteModelfileByTagName = async (token: string, tagName: string) => {
+export const updateModelById = async (token: string, id: string, model: object) => {
 	let error = null;
 
-	const res = await fetch(`${WEBUI_API_BASE_URL}/modelfiles/delete`, {
+	const searchParams = new URLSearchParams();
+	searchParams.append('id', id);
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/models/update?${searchParams.toString()}`, {
+		method: 'POST',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			authorization: `Bearer ${token}`
+		},
+		body: JSON.stringify(model)
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.then((json) => {
+			return json;
+		})
+		.catch((err) => {
+			error = err;
+
+			console.log(err);
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const deleteModelById = async (token: string, id: string) => {
+	let error = null;
+
+	const searchParams = new URLSearchParams();
+	searchParams.append('id', id);
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/models/delete?${searchParams.toString()}`, {
 		method: 'DELETE',
 		headers: {
 			Accept: 'application/json',
 			'Content-Type': 'application/json',
 			authorization: `Bearer ${token}`
-		},
+		}
-		body: JSON.stringify({
-			tag_name: tagName
-		})
 	})
 		.then(async (res) => {
 			if (!res.ok) throw await res.json();

src/lib/apis/ollama/index.ts

@@ -1,5 +1,72 @@
 import { OLLAMA_API_BASE_URL } from '$lib/constants';
-import { promptTemplate } from '$lib/utils';
+import { titleGenerationTemplate } from '$lib/utils';
+
+export const getOllamaConfig = async (token: string = '') => {
+	let error = null;
+
+	const res = await fetch(`${OLLAMA_API_BASE_URL}/config`, {
+		method: 'GET',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			if ('detail' in err) {
+				error = err.detail;
+			} else {
+				error = 'Server connection failed';
+			}
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const updateOllamaConfig = async (token: string = '', enable_ollama_api: boolean) => {
+	let error = null;
+
+	const res = await fetch(`${OLLAMA_API_BASE_URL}/config/update`, {
+		method: 'POST',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			...(token && { authorization: `Bearer ${token}` })
+		},
+		body: JSON.stringify({
+			enable_ollama_api: enable_ollama_api
+		})
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			if ('detail' in err) {
+				error = err.detail;
+			} else {
+				error = 'Server connection failed';
+			}
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
 
 export const getOllamaUrls = async (token: string = '') => {
 	let error = null;
@@ -68,10 +135,10 @@ export const updateOllamaUrls = async (token: string = '', urls: string[]) => {
 	return res.OLLAMA_BASE_URLS;
 };
 
-export const getOllamaVersion = async (token: string = '') => {
+export const getOllamaVersion = async (token: string, urlIdx?: number) => {
 	let error = null;
 
-	const res = await fetch(`${OLLAMA_API_BASE_URL}/api/version`, {
+	const res = await fetch(`${OLLAMA_API_BASE_URL}/api/version${urlIdx ? `/${urlIdx}` : ''}`, {
 		method: 'GET',
 		headers: {
 			Accept: 'application/json',
@@ -97,7 +164,7 @@ export const getOllamaVersion = async (token: string = '') => {
 		throw error;
 	}
 
-	return res?.version ?? '';
+	return res?.version ?? false;
 };
 
 export const getOllamaModels = async (token: string = '') => {
@@ -145,7 +212,7 @@ export const generateTitle = async (
 ) => {
 	let error = null;
 
-	template = promptTemplate(template, prompt);
+	template = titleGenerationTemplate(template, prompt);
 
 	console.log(template);
 

src/lib/apis/openai/index.ts

@@ -1,5 +1,6 @@
 import { OPENAI_API_BASE_URL } from '$lib/constants';
-import { promptTemplate } from '$lib/utils';
+import { titleGenerationTemplate } from '$lib/utils';
+import { type Model, models, settings } from '$lib/stores';
 
 export const getOpenAIConfig = async (token: string = '') => {
 	let error = null;
@@ -202,17 +203,20 @@ export const updateOpenAIKeys = async (token: string = '', keys: string[]) => {
 	return res.OPENAI_API_KEYS;
 };
 
-export const getOpenAIModels = async (token: string = '') => {
+export const getOpenAIModels = async (token: string, urlIdx?: number) => {
 	let error = null;
 
-	const res = await fetch(`${OPENAI_API_BASE_URL}/models`, {
+	const res = await fetch(
-		method: 'GET',
+		`${OPENAI_API_BASE_URL}/models${typeof urlIdx === 'number' ? `/${urlIdx}` : ''}`,
-		headers: {
+		{
-			Accept: 'application/json',
+			method: 'GET',
-			'Content-Type': 'application/json',
+			headers: {
-			...(token && { authorization: `Bearer ${token}` })
+				Accept: 'application/json',
+				'Content-Type': 'application/json',
+				...(token && { authorization: `Bearer ${token}` })
+			}
 		}
-	})
+	)
 		.then(async (res) => {
 			if (!res.ok) throw await res.json();
 			return res.json();
@@ -226,15 +230,7 @@ export const getOpenAIModels = async (token: string = '') => {
 		throw error;
 	}
 
-	const models = Array.isArray(res) ? res : res?.data ?? null;
+	return res;
-
-	return models
-		? models
-				.map((model) => ({ id: model.id, name: model.name ?? model.id, external: true }))
-				.sort((a, b) => {
-					return a.name.localeCompare(b.name);
-				})
-		: models;
 };
 
 export const getOpenAIModelsDirect = async (
@@ -340,11 +336,12 @@ export const generateTitle = async (
 	template: string,
 	model: string,
 	prompt: string,
+	chat_id?: string,
 	url: string = OPENAI_API_BASE_URL
 ) => {
 	let error = null;
 
-	template = promptTemplate(template, prompt);
+	template = titleGenerationTemplate(template, prompt);
 
 	console.log(template);
 
@@ -365,7 +362,9 @@ export const generateTitle = async (
 			],
 			stream: false,
 			// Restricting the max tokens to 50 to avoid long titles
-			max_tokens: 50
+			max_tokens: 50,
+			...(chat_id && { chat_id: chat_id }),
+			title: true
 		})
 	})
 		.then(async (res) => {
@@ -386,3 +385,71 @@ export const generateTitle = async (
 
 	return res?.choices[0]?.message?.content.replace(/["']/g, '') ?? 'New Chat';
 };
+
+export const generateSearchQuery = async (
+	token: string = '',
+	model: string,
+	previousMessages: string[],
+	prompt: string,
+	url: string = OPENAI_API_BASE_URL
+): Promise<string | undefined> => {
+	let error = null;
+
+	// TODO: Allow users to specify the prompt
+	// Get the current date in the format "January 20, 2024"
+	const currentDate = new Intl.DateTimeFormat('en-US', {
+		year: 'numeric',
+		month: 'long',
+		day: '2-digit'
+	}).format(new Date());
+
+	const res = await fetch(`${url}/chat/completions`, {
+		method: 'POST',
+		headers: {
+			Accept: 'application/json',
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		},
+		body: JSON.stringify({
+			model: model,
+			// Few shot prompting
+			messages: [
+				{
+					role: 'assistant',
+					content: `You are tasked with generating web search queries. Give me an appropriate query to answer my question for google search. Answer with only the query. Today is ${currentDate}.`
+				},
+				{
+					role: 'user',
+					content: prompt
+				}
+				// {
+				// 	role: 'user',
+				// 	content:
+				// 		(previousMessages.length > 0
+				// 			? `Previous Questions:\n${previousMessages.join('\n')}\n\n`
+				// 			: '') + `Current Question: ${prompt}`
+				// }
+			],
+			stream: false,
+			// Restricting the max tokens to 30 to avoid long search queries
+			max_tokens: 30
+		})
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			if ('detail' in err) {
+				error = err.detail;
+			}
+			return undefined;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res?.choices[0]?.message?.content.replace(/["']/g, '') ?? undefined;
+};

src/lib/apis/rag/index.ts

@@ -513,3 +513,44 @@ export const updateRerankingConfig = async (token: string, payload: RerankingMod
 
 	return res;
 };
+
+export const runWebSearch = async (
+	token: string,
+	query: string,
+	collection_name?: string
+): Promise<SearchDocument | null> => {
+	let error = null;
+
+	const res = await fetch(`${RAG_API_BASE_URL}/web/search`, {
+		method: 'POST',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		},
+		body: JSON.stringify({
+			query,
+			collection_name: collection_name ?? ''
+		})
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err.detail;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export interface SearchDocument {
+	status: boolean;
+	collection_name: string;
+	filenames: string[];
+}

src/lib/apis/streaming/index.ts

@@ -8,6 +8,16 @@ type TextStreamUpdate = {
 	citations?: any;
 	// eslint-disable-next-line @typescript-eslint/no-explicit-any
 	error?: any;
+	usage?: ResponseUsage;
+};
+
+type ResponseUsage = {
+	/** Including images and tools if any */
+	prompt_tokens: number;
+	/** The tokens generated */
+	completion_tokens: number;
+	/** Sum of the above two fields */
+	total_tokens: number;
 };
 
 // createOpenAITextStream takes a responseBody with a SSE response,
@@ -59,7 +69,11 @@ async function* openAIStreamToIterator(
 				continue;
 			}
 
-			yield { done: false, value: parsedData.choices?.[0]?.delta?.content ?? '' };
+			yield {
+				done: false,
+				value: parsedData.choices?.[0]?.delta?.content ?? '',
+				usage: parsedData.usage
+			};
 		} catch (e) {
 			console.error('Error extracting delta from SSE event:', e);
 		}

src/lib/apis/users/index.ts

@@ -115,6 +115,62 @@ export const getUsers = async (token: string) => {
 	return res ? res : [];
 };
 
+export const getUserSettings = async (token: string) => {
+	let error = null;
+	const res = await fetch(`${WEBUI_API_BASE_URL}/users/user/settings`, {
+		method: 'GET',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		}
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err.detail;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
+export const updateUserSettings = async (token: string, settings: object) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/users/user/settings/update`, {
+		method: 'POST',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		},
+		body: JSON.stringify({
+			...settings
+		})
+	})
+		.then(async (res) => {
+			if (!res.ok) throw await res.json();
+			return res.json();
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err.detail;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+
+	return res;
+};
+
 export const getUserById = async (token: string, userId: string) => {
 	let error = null;
 

src/lib/apis/utils/index.ts

@@ -108,3 +108,39 @@ export const downloadDatabase = async (token: string) => {
 		throw error;
 	}
 };
+
+export const downloadLiteLLMConfig = async (token: string) => {
+	let error = null;
+
+	const res = await fetch(`${WEBUI_API_BASE_URL}/utils/litellm/config`, {
+		method: 'GET',
+		headers: {
+			'Content-Type': 'application/json',
+			Authorization: `Bearer ${token}`
+		}
+	})
+		.then(async (response) => {
+			if (!response.ok) {
+				throw await response.json();
+			}
+			return response.blob();
+		})
+		.then((blob) => {
+			const url = window.URL.createObjectURL(blob);
+			const a = document.createElement('a');
+			a.href = url;
+			a.download = 'config.yaml';
+			document.body.appendChild(a);
+			a.click();
+			window.URL.revokeObjectURL(url);
+		})
+		.catch((err) => {
+			console.log(err);
+			error = err.detail;
+			return null;
+		});
+
+	if (error) {
+		throw error;
+	}
+};

src/lib/components/admin/Settings/Banners.svelte

@@ -0,0 +1,137 @@
+<script lang="ts">
+	import { v4 as uuidv4 } from 'uuid';
+
+	import { getContext, onMount } from 'svelte';
+	import { banners as _banners } from '$lib/stores';
+	import type { Banner } from '$lib/types';
+
+	import { getBanners, setBanners } from '$lib/apis/configs';
+
+	import type { Writable } from 'svelte/store';
+	import type { i18n as i18nType } from 'i18next';
+	import Tooltip from '$lib/components/common/Tooltip.svelte';
+	import Switch from '$lib/components/common/Switch.svelte';
+	const i18n: Writable<i18nType> = getContext('i18n');
+
+	export let saveHandler: Function;
+
+	let banners: Banner[] = [];
+
+	onMount(async () => {
+		banners = await getBanners(localStorage.token);
+	});
+
+	const updateBanners = async () => {
+		_banners.set(await setBanners(localStorage.token, banners));
+	};
+</script>
+
+<form
+	class="flex flex-col h-full justify-between space-y-3 text-sm"
+	on:submit|preventDefault={async () => {
+		updateBanners();
+		saveHandler();
+	}}
+>
+	<div class=" space-y-3 pr-1.5 overflow-y-scroll max-h-80 h-full">
+		<div class=" space-y-3 pr-1.5">
+			<div class="flex w-full justify-between mb-2">
+				<div class=" self-center text-sm font-semibold">
+					{$i18n.t('Banners')}
+				</div>
+
+				<button
+					class="p-1 px-3 text-xs flex rounded transition"
+					type="button"
+					on:click={() => {
+						if (banners.length === 0 || banners.at(-1).content !== '') {
+							banners = [
+								...banners,
+								{
+									id: uuidv4(),
+									type: '',
+									title: '',
+									content: '',
+									dismissible: true,
+									timestamp: Math.floor(Date.now() / 1000)
+								}
+							];
+						}
+					}}
+				>
+					<svg
+						xmlns="http://www.w3.org/2000/svg"
+						viewBox="0 0 20 20"
+						fill="currentColor"
+						class="w-4 h-4"
+					>
+						<path
+							d="M10.75 4.75a.75.75 0 00-1.5 0v4.5h-4.5a.75.75 0 000 1.5h4.5v4.5a.75.75 0 001.5 0v-4.5h4.5a.75.75 0 000-1.5h-4.5v-4.5z"
+						/>
+					</svg>
+				</button>
+			</div>
+			<div class="flex flex-col space-y-1">
+				{#each banners as banner, bannerIdx}
+					<div class=" flex justify-between">
+						<div class="flex flex-row flex-1 border rounded-xl dark:border-gray-800">
+							<select
+								class="w-fit capitalize rounded-xl py-2 px-4 text-xs bg-transparent outline-none"
+								bind:value={banner.type}
+							>
+								{#if banner.type == ''}
+									<option value="" selected disabled class="text-gray-900">{$i18n.t('Type')}</option
+									>
+								{/if}
+								<option value="info" class="text-gray-900">{$i18n.t('Info')}</option>
+								<option value="warning" class="text-gray-900">{$i18n.t('Warning')}</option>
+								<option value="error" class="text-gray-900">{$i18n.t('Error')}</option>
+								<option value="success" class="text-gray-900">{$i18n.t('Success')}</option>
+							</select>
+
+							<input
+								class="pr-5 py-1.5 text-xs w-full bg-transparent outline-none"
+								placeholder={$i18n.t('Content')}
+								bind:value={banner.content}
+							/>
+
+							<div class="relative top-1.5 -left-2">
+								<Tooltip content="Dismissible" className="flex h-fit items-center">
+									<Switch bind:state={banner.dismissible} />
+								</Tooltip>
+							</div>
+						</div>
+
+						<button
+							class="px-2"
+							type="button"
+							on:click={() => {
+								banners.splice(bannerIdx, 1);
+								banners = banners;
+							}}
+						>
+							<svg
+								xmlns="http://www.w3.org/2000/svg"
+								viewBox="0 0 20 20"
+								fill="currentColor"
+								class="w-4 h-4"
+							>
+								<path
+									d="M6.28 5.22a.75.75 0 00-1.06 1.06L8.94 10l-3.72 3.72a.75.75 0 101.06 1.06L10 11.06l3.72 3.72a.75.75 0 101.06-1.06L11.06 10l3.72-3.72a.75.75 0 00-1.06-1.06L10 8.94 6.28 5.22z"
+								/>
+							</svg>
+						</button>
+					</div>
+				{/each}
+			</div>
+		</div>
+	</div>
+	<div class="flex justify-end pt-3 text-sm font-medium">
+		<button
+			class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg"
+			type="submit"
+		>
+			Save
+		</button>
+	</div>
+</form>

src/lib/components/admin/Settings/Database.svelte

@@ -1,13 +1,24 @@
 <script lang="ts">
-	import { downloadDatabase } from '$lib/apis/utils';
+	import fileSaver from 'file-saver';
+	const { saveAs } = fileSaver;
+
+	import { downloadDatabase, downloadLiteLLMConfig } from '$lib/apis/utils';
 	import { onMount, getContext } from 'svelte';
-	import { config } from '$lib/stores';
+	import { config, user } from '$lib/stores';
 	import { toast } from 'svelte-sonner';
+	import { getAllUserChats } from '$lib/apis/chats';
 
 	const i18n = getContext('i18n');
 
 	export let saveHandler: Function;
 
+	const exportAllUserChats = async () => {
+		let blob = new Blob([JSON.stringify(await getAllUserChats(localStorage.token))], {
+			type: 'application/json'
+		});
+		saveAs(blob, `all-chats-export-${Date.now()}.json`);
+	};
+
 	onMount(async () => {
 		// permissions = await getUserPermissions(localStorage.token);
 	});
@@ -23,10 +34,10 @@
 		<div>
 			<div class=" mb-2 text-sm font-medium">{$i18n.t('Database')}</div>
 
-			<div class="  flex w-full justify-between">
+			{#if $config?.features.enable_admin_export ?? true}
-				<!-- <div class=" self-center text-xs font-medium">{$i18n.t('Allow Chat Deletion')}</div> -->
+				<div class="  flex w-full justify-between">
+					<!-- <div class=" self-center text-xs font-medium">{$i18n.t('Allow Chat Deletion')}</div> -->
 
-				{#if $config?.admin_export_enabled ?? true}
 					<button
 						class=" flex rounded-md py-1.5 px-3 w-full hover:bg-gray-200 dark:hover:bg-gray-800 transition"
 						type="button"
@@ -55,7 +66,68 @@
 						</div>
 						<div class=" self-center text-sm font-medium">{$i18n.t('Download Database')}</div>
 					</button>
-				{/if}
+				</div>
+
+				<button
+					class=" flex rounded-md py-2 px-3 w-full hover:bg-gray-200 dark:hover:bg-gray-800 transition"
+					on:click={() => {
+						exportAllUserChats();
+					}}
+				>
+					<div class=" self-center mr-3">
+						<svg
+							xmlns="http://www.w3.org/2000/svg"
+							viewBox="0 0 16 16"
+							fill="currentColor"
+							class="w-4 h-4"
+						>
+							<path d="M2 3a1 1 0 0 1 1-1h10a1 1 0 0 1 1 1v1a1 1 0 0 1-1 1H3a1 1 0 0 1-1-1V3Z" />
+							<path
+								fill-rule="evenodd"
+								d="M13 6H3v6a2 2 0 0 0 2 2h6a2 2 0 0 0 2-2V6ZM8.75 7.75a.75.75 0 0 0-1.5 0v2.69L6.03 9.22a.75.75 0 0 0-1.06 1.06l2.5 2.5a.75.75 0 0 0 1.06 0l2.5-2.5a.75.75 0 1 0-1.06-1.06l-1.22 1.22V7.75Z"
+								clip-rule="evenodd"
+							/>
+						</svg>
+					</div>
+					<div class=" self-center text-sm font-medium">
+						{$i18n.t('Export All Chats (All Users)')}
+					</div>
+				</button>
+			{/if}
+
+			<hr class=" dark:border-gray-850 my-1" />
+
+			<div class="  flex w-full justify-between">
+				<!-- <div class=" self-center text-xs font-medium">{$i18n.t('Allow Chat Deletion')}</div> -->
+
+				<button
+					class=" flex rounded-md py-1.5 px-3 w-full hover:bg-gray-200 dark:hover:bg-gray-800 transition"
+					type="button"
+					on:click={() => {
+						downloadLiteLLMConfig(localStorage.token).catch((error) => {
+							toast.error(error);
+						});
+					}}
+				>
+					<div class=" self-center mr-3">
+						<svg
+							xmlns="http://www.w3.org/2000/svg"
+							viewBox="0 0 24 24"
+							fill="currentColor"
+							class="size-4"
+						>
+							<path
+								fill-rule="evenodd"
+								d="M5.625 1.5H9a3.75 3.75 0 0 1 3.75 3.75v1.875c0 1.036.84 1.875 1.875 1.875H16.5a3.75 3.75 0 0 1 3.75 3.75v7.875c0 1.035-.84 1.875-1.875 1.875H5.625a1.875 1.875 0 0 1-1.875-1.875V3.375c0-1.036.84-1.875 1.875-1.875Zm5.845 17.03a.75.75 0 0 0 1.06 0l3-3a.75.75 0 1 0-1.06-1.06l-1.72 1.72V12a.75.75 0 0 0-1.5 0v4.19l-1.72-1.72a.75.75 0 0 0-1.06 1.06l3 3Z"
+								clip-rule="evenodd"
+							/>
+							<path
+								d="M14.25 5.25a5.23 5.23 0 0 0-1.279-3.434 9.768 9.768 0 0 1 6.963 6.963A5.23 5.23 0 0 0 16.5 7.5h-1.875a.375.375 0 0 1-.375-.375V5.25Z"
+							/>
+						</svg>
+					</div>
+					<div class=" self-center text-sm font-medium">Export LiteLLM config.yaml</div>
+				</button>
 			</div>
 		</div>
 	</div>

src/lib/components/admin/Settings/General.svelte

@@ -1,5 +1,10 @@
 <script lang="ts">
-	import { getWebhookUrl, updateWebhookUrl } from '$lib/apis';
+	import {
+		getCommunitySharingEnabledStatus,
+		getWebhookUrl,
+		toggleCommunitySharingEnabledStatus,
+		updateWebhookUrl
+	} from '$lib/apis';
 	import {
 		getDefaultUserRole,
 		getJWTExpiresDuration,
@@ -18,6 +23,7 @@
 	let JWTExpiresIn = '';
 
 	let webhookUrl = '';
+	let communitySharingEnabled = true;
 
 	const toggleSignUpEnabled = async () => {
 		signUpEnabled = await toggleSignUpEnabledStatus(localStorage.token);
@@ -35,11 +41,28 @@
 		webhookUrl = await updateWebhookUrl(localStorage.token, webhookUrl);
 	};
 
+	const toggleCommunitySharingEnabled = async () => {
+		communitySharingEnabled = await toggleCommunitySharingEnabledStatus(localStorage.token);
+	};
+
 	onMount(async () => {
-		signUpEnabled = await getSignUpEnabledStatus(localStorage.token);
+		await Promise.all([
-		defaultUserRole = await getDefaultUserRole(localStorage.token);
+			(async () => {
-		JWTExpiresIn = await getJWTExpiresDuration(localStorage.token);
+				signUpEnabled = await getSignUpEnabledStatus(localStorage.token);
-		webhookUrl = await getWebhookUrl(localStorage.token);
+			})(),
+			(async () => {
+				defaultUserRole = await getDefaultUserRole(localStorage.token);
+			})(),
+			(async () => {
+				JWTExpiresIn = await getJWTExpiresDuration(localStorage.token);
+			})(),
+			(async () => {
+				webhookUrl = await getWebhookUrl(localStorage.token);
+			})(),
+			(async () => {
+				communitySharingEnabled = await getCommunitySharingEnabledStatus(localStorage.token);
+			})()
+		]);
 	});
 </script>
 
@@ -114,6 +137,47 @@
 				</div>
 			</div>
 
+			<div class="  flex w-full justify-between">
+				<div class=" self-center text-xs font-medium">{$i18n.t('Enable Community Sharing')}</div>
+
+				<button
+					class="p-1 px-3 text-xs flex rounded transition"
+					on:click={() => {
+						toggleCommunitySharingEnabled();
+					}}
+					type="button"
+				>
+					{#if communitySharingEnabled}
+						<svg
+							xmlns="http://www.w3.org/2000/svg"
+							viewBox="0 0 16 16"
+							fill="currentColor"
+							class="w-4 h-4"
+						>
+							<path
+								d="M11.5 1A3.5 3.5 0 0 0 8 4.5V7H2.5A1.5 1.5 0 0 0 1 8.5v5A1.5 1.5 0 0 0 2.5 15h7a1.5 1.5 0 0 0 1.5-1.5v-5A1.5 1.5 0 0 0 9.5 7V4.5a2 2 0 1 1 4 0v1.75a.75.75 0 0 0 1.5 0V4.5A3.5 3.5 0 0 0 11.5 1Z"
+							/>
+						</svg>
+						<span class="ml-2 self-center">{$i18n.t('Enabled')}</span>
+					{:else}
+						<svg
+							xmlns="http://www.w3.org/2000/svg"
+							viewBox="0 0 16 16"
+							fill="currentColor"
+							class="w-4 h-4"
+						>
+							<path
+								fill-rule="evenodd"
+								d="M8 1a3.5 3.5 0 0 0-3.5 3.5V7A1.5 1.5 0 0 0 3 8.5v5A1.5 1.5 0 0 0 4.5 15h7a1.5 1.5 0 0 0 1.5-1.5v-5A1.5 1.5 0 0 0 11.5 7V4.5A3.5 3.5 0 0 0 8 1Zm2 6V4.5a2 2 0 1 0-4 0V7h4Z"
+								clip-rule="evenodd"
+							/>
+						</svg>
+
+						<span class="ml-2 self-center">{$i18n.t('Disabled')}</span>
+					{/if}
+				</button>
+			</div>
+
 			<hr class=" dark:border-gray-700 my-3" />
 
 			<div class=" w-full justify-between">

src/lib/components/admin/Settings/Pipelines.svelte

@@ -0,0 +1,405 @@
+<script lang="ts">
+	import { v4 as uuidv4 } from 'uuid';
+
+	import { toast } from 'svelte-sonner';
+	import { models } from '$lib/stores';
+	import { getContext, onMount, tick } from 'svelte';
+	import type { Writable } from 'svelte/store';
+	import type { i18n as i18nType } from 'i18next';
+	import {
+		getPipelineValves,
+		getPipelineValvesSpec,
+		updatePipelineValves,
+		getPipelines,
+		getModels,
+		getPipelinesList,
+		downloadPipeline,
+		deletePipeline
+	} from '$lib/apis';
+
+	import Spinner from '$lib/components/common/Spinner.svelte';
+
+	const i18n: Writable<i18nType> = getContext('i18n');
+
+	export let saveHandler: Function;
+
+	let downloading = false;
+
+	let PIPELINES_LIST = null;
+	let selectedPipelinesUrlIdx = '';
+
+	let pipelines = null;
+
+	let valves = null;
+	let valves_spec = null;
+	let selectedPipelineIdx = null;
+
+	let pipelineDownloadUrl = '';
+
+	const updateHandler = async () => {
+		const pipeline = pipelines[selectedPipelineIdx];
+
+		if (pipeline && (pipeline?.valves ?? false)) {
+			for (const property in valves_spec.properties) {
+				if (valves_spec.properties[property]?.type === 'array') {
+					valves[property] = valves[property].split(',').map((v) => v.trim());
+				}
+			}
+
+			const res = await updatePipelineValves(
+				localStorage.token,
+				pipeline.id,
+				valves,
+				selectedPipelinesUrlIdx
+			).catch((error) => {
+				toast.error(error);
+			});
+
+			if (res) {
+				toast.success('Valves updated successfully');
+				setPipelines();
+				models.set(await getModels(localStorage.token));
+				saveHandler();
+			}
+		} else {
+			toast.error('No valves to update');
+		}
+	};
+
+	const getValves = async (idx) => {
+		valves = null;
+		valves_spec = null;
+
+		valves_spec = await getPipelineValvesSpec(
+			localStorage.token,
+			pipelines[idx].id,
+			selectedPipelinesUrlIdx
+		);
+		valves = await getPipelineValves(
+			localStorage.token,
+			pipelines[idx].id,
+			selectedPipelinesUrlIdx
+		);
+
+		for (const property in valves_spec.properties) {
+			if (valves_spec.properties[property]?.type === 'array') {
+				valves[property] = valves[property].join(',');
+			}
+		}
+	};
+
+	const setPipelines = async () => {
+		pipelines = null;
+		valves = null;
+		valves_spec = null;
+
+		if (PIPELINES_LIST.length > 0) {
+			console.log(selectedPipelinesUrlIdx);
+			pipelines = await getPipelines(localStorage.token, selectedPipelinesUrlIdx);
+
+			if (pipelines.length > 0) {
+				selectedPipelineIdx = 0;
+				await getValves(selectedPipelineIdx);
+			}
+		} else {
+			pipelines = [];
+		}
+	};
+
+	const addPipelineHandler = async () => {
+		downloading = true;
+		const res = await downloadPipeline(
+			localStorage.token,
+			pipelineDownloadUrl,
+			selectedPipelinesUrlIdx
+		).catch((error) => {
+			toast.error(error);
+			return null;
+		});
+
+		if (res) {
+			toast.success('Pipeline downloaded successfully');
+			setPipelines();
+			models.set(await getModels(localStorage.token));
+		}
+
+		downloading = false;
+	};
+
+	const deletePipelineHandler = async () => {
+		const res = await deletePipeline(
+			localStorage.token,
+			pipelines[selectedPipelineIdx].id,
+			selectedPipelinesUrlIdx
+		).catch((error) => {
+			toast.error(error);
+			return null;
+		});
+
+		if (res) {
+			toast.success('Pipeline deleted successfully');
+			setPipelines();
+			models.set(await getModels(localStorage.token));
+		}
+	};
+
+	onMount(async () => {
+		PIPELINES_LIST = await getPipelinesList(localStorage.token);
+		console.log(PIPELINES_LIST);
+
+		if (PIPELINES_LIST.length > 0) {
+			selectedPipelinesUrlIdx = PIPELINES_LIST[0]['idx'].toString();
+		}
+
+		await setPipelines();
+	});
+</script>
+
+<form
+	class="flex flex-col h-full justify-between space-y-3 text-sm"
+	on:submit|preventDefault={async () => {
+		updateHandler();
+	}}
+>
+	<div class="  pr-1.5 overflow-y-scroll max-h-80 h-full">
+		{#if PIPELINES_LIST !== null}
+			<div class="flex w-full justify-between mb-2">
+				<div class=" self-center text-sm font-semibold">
+					{$i18n.t('Manage Pipelines')}
+				</div>
+			</div>
+
+			{#if PIPELINES_LIST.length > 0}
+				<div class="space-y-1">
+					<div class="flex gap-2">
+						<div class="flex-1">
+							<select
+								class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
+								bind:value={selectedPipelinesUrlIdx}
+								placeholder={$i18n.t('Select a pipeline url')}
+								on:change={async () => {
+									await tick();
+									await setPipelines();
+								}}
+							>
+								<option value="" selected disabled class="bg-gray-100 dark:bg-gray-700"
+									>{$i18n.t('Select a pipeline url')}</option
+								>
+
+								{#each PIPELINES_LIST as pipelines, idx}
+									<option value={pipelines.idx.toString()} class="bg-gray-100 dark:bg-gray-700"
+										>{pipelines.url}</option
+									>
+								{/each}
+							</select>
+						</div>
+					</div>
+				</div>
+
+				<div class=" my-2">
+					<div class=" mb-2 text-sm font-medium">
+						{$i18n.t('Install from Github URL')}
+					</div>
+					<div class="flex w-full">
+						<div class="flex-1 mr-2">
+							<input
+								class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
+								placeholder={$i18n.t('Enter Github Raw URL')}
+								bind:value={pipelineDownloadUrl}
+							/>
+						</div>
+						<button
+							class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
+							on:click={() => {
+								addPipelineHandler();
+							}}
+							disabled={downloading}
+							type="button"
+						>
+							{#if downloading}
+								<div class="self-center">
+									<svg
+										class=" w-4 h-4"
+										viewBox="0 0 24 24"
+										fill="currentColor"
+										xmlns="http://www.w3.org/2000/svg"
+									>
+										<style>
+											.spinner_ajPY {
+												transform-origin: center;
+												animation: spinner_AtaB 0.75s infinite linear;
+											}
+
+											@keyframes spinner_AtaB {
+												100% {
+													transform: rotate(360deg);
+												}
+											}
+										</style>
+										<path
+											d="M12,1A11,11,0,1,0,23,12,11,11,0,0,0,12,1Zm0,19a8,8,0,1,1,8-8A8,8,0,0,1,12,20Z"
+											opacity=".25"
+										/>
+										<path
+											d="M10.14,1.16a11,11,0,0,0-9,8.92A1.59,1.59,0,0,0,2.46,12,1.52,1.52,0,0,0,4.11,10.7a8,8,0,0,1,6.66-6.61A1.42,1.42,0,0,0,12,2.69h0A1.57,1.57,0,0,0,10.14,1.16Z"
+											class="spinner_ajPY"
+										/>
+									</svg>
+								</div>
+							{:else}
+								<svg
+									xmlns="http://www.w3.org/2000/svg"
+									viewBox="0 0 16 16"
+									fill="currentColor"
+									class="w-4 h-4"
+								>
+									<path
+										d="M8.75 2.75a.75.75 0 0 0-1.5 0v5.69L5.03 6.22a.75.75 0 0 0-1.06 1.06l3.5 3.5a.75.75 0 0 0 1.06 0l3.5-3.5a.75.75 0 0 0-1.06-1.06L8.75 8.44V2.75Z"
+									/>
+									<path
+										d="M3.5 9.75a.75.75 0 0 0-1.5 0v1.5A2.75 2.75 0 0 0 4.75 14h6.5A2.75 2.75 0 0 0 14 11.25v-1.5a.75.75 0 0 0-1.5 0v1.5c0 .69-.56 1.25-1.25 1.25h-6.5c-.69 0-1.25-.56-1.25-1.25v-1.5Z"
+									/>
+								</svg>
+							{/if}
+						</button>
+					</div>
+
+					<div class="mt-2 text-xs text-gray-500">
+						<span class=" font-semibold dark:text-gray-200">Warning:</span> Pipelines are a plugin
+						system with arbitrary code execution —
+						<span class=" font-medium dark:text-gray-400"
+							>don't fetch random pipelines from sources you don't trust.</span
+						>
+					</div>
+				</div>
+
+				<hr class=" dark:border-gray-800 my-3 w-full" />
+
+				{#if pipelines !== null}
+					{#if pipelines.length > 0}
+						<div class="flex w-full justify-between mb-2">
+							<div class=" self-center text-sm font-semibold">
+								{$i18n.t('Pipelines Valves')}
+							</div>
+						</div>
+						<div class="space-y-1">
+							{#if pipelines.length > 0}
+								<div class="flex gap-2">
+									<div class="flex-1">
+										<select
+											class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
+											bind:value={selectedPipelineIdx}
+											placeholder={$i18n.t('Select a pipeline')}
+											on:change={async () => {
+												await tick();
+												await getValves(selectedPipelineIdx);
+											}}
+										>
+											{#each pipelines as pipeline, idx}
+												<option value={idx} class="bg-gray-100 dark:bg-gray-700"
+													>{pipeline.name} ({pipeline.type ?? 'pipe'})</option
+												>
+											{/each}
+										</select>
+									</div>
+
+									<button
+										class="px-2.5 bg-gray-100 hover:bg-gray-200 text-gray-800 dark:bg-gray-850 dark:hover:bg-gray-800 dark:text-gray-100 rounded-lg transition"
+										on:click={() => {
+											deletePipelineHandler();
+										}}
+										type="button"
+									>
+										<svg
+											xmlns="http://www.w3.org/2000/svg"
+											viewBox="0 0 16 16"
+											fill="currentColor"
+											class="w-4 h-4"
+										>
+											<path
+												fill-rule="evenodd"
+												d="M5 3.25V4H2.75a.75.75 0 0 0 0 1.5h.3l.815 8.15A1.5 1.5 0 0 0 5.357 15h5.285a1.5 1.5 0 0 0 1.493-1.35l.815-8.15h.3a.75.75 0 0 0 0-1.5H11v-.75A2.25 2.25 0 0 0 8.75 1h-1.5A2.25 2.25 0 0 0 5 3.25Zm2.25-.75a.75.75 0 0 0-.75.75V4h3v-.75a.75.75 0 0 0-.75-.75h-1.5ZM6.05 6a.75.75 0 0 1 .787.713l.275 5.5a.75.75 0 0 1-1.498.075l-.275-5.5A.75.75 0 0 1 6.05 6Zm3.9 0a.75.75 0 0 1 .712.787l-.275 5.5a.75.75 0 0 1-1.498-.075l.275-5.5a.75.75 0 0 1 .786-.711Z"
+												clip-rule="evenodd"
+											/>
+										</svg>
+									</button>
+								</div>
+							{/if}
+
+							<div class="space-y-1">
+								{#if pipelines[selectedPipelineIdx].valves}
+									{#if valves}
+										{#each Object.keys(valves_spec.properties) as property, idx}
+											<div class=" py-0.5 w-full justify-between">
+												<div class="flex w-full justify-between">
+													<div class=" self-center text-xs font-medium">
+														{valves_spec.properties[property].title}
+													</div>
+
+													<button
+														class="p-1 px-3 text-xs flex rounded transition"
+														type="button"
+														on:click={() => {
+															valves[property] = (valves[property] ?? null) === null ? '' : null;
+														}}
+													>
+														{#if (valves[property] ?? null) === null}
+															<span class="ml-2 self-center"> {$i18n.t('None')} </span>
+														{:else}
+															<span class="ml-2 self-center"> {$i18n.t('Custom')} </span>
+														{/if}
+													</button>
+												</div>
+
+												{#if (valves[property] ?? null) !== null}
+													<div class="flex mt-0.5 space-x-2">
+														<div class=" flex-1">
+															<input
+																class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
+																type="text"
+																placeholder={valves_spec.properties[property].title}
+																bind:value={valves[property]}
+																autocomplete="off"
+															/>
+														</div>
+													</div>
+												{/if}
+											</div>
+										{/each}
+									{:else}
+										<Spinner className="size-5" />
+									{/if}
+								{:else}
+									<div>No valves</div>
+								{/if}
+							</div>
+						</div>
+					{:else if pipelines.length === 0}
+						<div>Pipelines Not Detected</div>
+					{/if}
+				{:else}
+					<div class="flex justify-center">
+						<div class="my-auto">
+							<Spinner className="size-4" />
+						</div>
+					</div>
+				{/if}
+			{/if}
+		{:else}
+			<div class="flex justify-center h-full">
+				<div class="my-auto">
+					<Spinner className="size-6" />
+				</div>
+			</div>
+		{/if}
+	</div>
+
+	<div class="flex justify-end pt-3 text-sm font-medium">
+		<button
+			class=" px-4 py-2 bg-emerald-700 hover:bg-emerald-800 text-gray-100 transition rounded-lg"
+			type="submit"
+		>
+			Save
+		</button>
+	</div>
+</form>

src/lib/components/admin/Settings/Users.svelte

@@ -1,15 +1,19 @@
 <script lang="ts">
-	import { getModelFilterConfig, updateModelFilterConfig } from '$lib/apis';
+	import { getBackendConfig, getModelFilterConfig, updateModelFilterConfig } from '$lib/apis';
 	import { getSignUpEnabledStatus, toggleSignUpEnabledStatus } from '$lib/apis/auths';
 	import { getUserPermissions, updateUserPermissions } from '$lib/apis/users';
 
 	import { onMount, getContext } from 'svelte';
-	import { models } from '$lib/stores';
+	import { models, config } from '$lib/stores';
+	import Switch from '$lib/components/common/Switch.svelte';
+	import { setDefaultModels } from '$lib/apis/configs';
 
 	const i18n = getContext('i18n');
 
 	export let saveHandler: Function;
 
+	let defaultModelId = '';
+
 	let whitelistEnabled = false;
 	let whitelistModels = [''];
 	let permissions = {
@@ -24,9 +28,10 @@
 		const res = await getModelFilterConfig(localStorage.token);
 		if (res) {
 			whitelistEnabled = res.enabled;
-
 			whitelistModels = res.models.length > 0 ? res.models : [''];
 		}
+
+		defaultModelId = $config.default_models ? $config?.default_models.split(',')[0] : '';
 	});
 </script>
 
@@ -34,10 +39,13 @@
 	class="flex flex-col h-full justify-between space-y-3 text-sm"
 	on:submit|preventDefault={async () => {
 		// console.log('submit');
-		await updateUserPermissions(localStorage.token, permissions);
 
+		await setDefaultModels(localStorage.token, defaultModelId);
+		await updateUserPermissions(localStorage.token, permissions);
 		await updateModelFilterConfig(localStorage.token, whitelistEnabled, whitelistModels);
 		saveHandler();
+
+		await config.set(await getBackendConfig());
 	}}
 >
 	<div class=" space-y-3 pr-1.5 overflow-y-scroll max-h-80">
@@ -88,26 +96,40 @@
 
 		<hr class=" dark:border-gray-700 my-2" />
 
-		<div class="mt-2 space-y-3 pr-1.5">
+		<div class="mt-2 space-y-3">
 			<div>
 				<div class="mb-2">
 					<div class="flex justify-between items-center text-xs">
 						<div class=" text-sm font-medium">{$i18n.t('Manage Models')}</div>
 					</div>
 				</div>
+				<div class=" space-y-1 mb-3">
+					<div class="mb-2">
+						<div class="flex justify-between items-center text-xs">
+							<div class=" text-xs font-medium">{$i18n.t('Default Model')}</div>
+						</div>
+					</div>
 
-				<div class=" space-y-3">
+					<div class="flex-1 mr-2">
-					<div>
+						<select
+							class="w-full rounded-lg py-2 px-4 text-sm dark:text-gray-300 dark:bg-gray-850 outline-none"
+							bind:value={defaultModelId}
+							placeholder="Select a model"
+						>
+							<option value="" disabled selected>{$i18n.t('Select a model')}</option>
+							{#each $models.filter((model) => model.id) as model}
+								<option value={model.id} class="bg-gray-100 dark:bg-gray-700">{model.name}</option>
+							{/each}
+						</select>
+					</div>
+				</div>
+
+				<div class=" space-y-1">
+					<div class="mb-2">
 						<div class="flex justify-between items-center text-xs">
 							<div class=" text-xs font-medium">{$i18n.t('Model Whitelisting')}</div>
 
-							<button
+							<Switch bind:state={whitelistEnabled} />
-								class=" text-xs font-medium text-gray-500"
-								type="button"
-								on:click={() => {
-									whitelistEnabled = !whitelistEnabled;
-								}}>{whitelistEnabled ? $i18n.t('On') : $i18n.t('Off')}</button
-							>
 						</div>
 					</div>
 

src/lib/components/admin/SettingsModal.svelte

@@ -6,6 +6,10 @@
 	import General from './Settings/General.svelte';
 	import Users from './Settings/Users.svelte';
 
+	import Banners from '$lib/components/admin/Settings/Banners.svelte';
+	import { toast } from 'svelte-sonner';
+	import Pipelines from './Settings/Pipelines.svelte';
+
 	const i18n = getContext('i18n');
 
 	export let show = false;
@@ -117,24 +121,95 @@
 					</div>
 					<div class=" self-center">{$i18n.t('Database')}</div>
 				</button>
+
+				<button
+					class="px-2.5 py-2.5 min-w-fit rounded-lg flex-1 md:flex-none flex text-right transition {selectedTab ===
+					'banners'
+						? 'bg-gray-200 dark:bg-gray-700'
+						: ' hover:bg-gray-300 dark:hover:bg-gray-800'}"
+					on:click={() => {
+						selectedTab = 'banners';
+					}}
+				>
+					<div class=" self-center mr-2">
+						<svg
+							xmlns="http://www.w3.org/2000/svg"
+							viewBox="0 0 24 24"
+							fill="currentColor"
+							class="size-4"
+						>
+							<path
+								d="M5.85 3.5a.75.75 0 0 0-1.117-1 9.719 9.719 0 0 0-2.348 4.876.75.75 0 0 0 1.479.248A8.219 8.219 0 0 1 5.85 3.5ZM19.267 2.5a.75.75 0 1 0-1.118 1 8.22 8.22 0 0 1 1.987 4.124.75.75 0 0 0 1.48-.248A9.72 9.72 0 0 0 19.266 2.5Z"
+							/>
+							<path
+								fill-rule="evenodd"
+								d="M12 2.25A6.75 6.75 0 0 0 5.25 9v.75a8.217 8.217 0 0 1-2.119 5.52.75.75 0 0 0 .298 1.206c1.544.57 3.16.99 4.831 1.243a3.75 3.75 0 1 0 7.48 0 24.583 24.583 0 0 0 4.83-1.244.75.75 0 0 0 .298-1.205 8.217 8.217 0 0 1-2.118-5.52V9A6.75 6.75 0 0 0 12 2.25ZM9.75 18c0-.034 0-.067.002-.1a25.05 25.05 0 0 0 4.496 0l.002.1a2.25 2.25 0 1 1-4.5 0Z"
+								clip-rule="evenodd"
+							/>
+						</svg>
+					</div>
+					<div class=" self-center">{$i18n.t('Banners')}</div>
+				</button>
+
+				<button
+					class="px-2.5 py-2.5 min-w-fit rounded-lg flex-1 md:flex-none flex text-right transition {selectedTab ===
+					'pipelines'
+						? 'bg-gray-200 dark:bg-gray-700'
+						: ' hover:bg-gray-300 dark:hover:bg-gray-800'}"
+					on:click={() => {
+						selectedTab = 'pipelines';
+					}}
+				>
+					<div class=" self-center mr-2">
+						<svg
+							xmlns="http://www.w3.org/2000/svg"
+							viewBox="0 0 24 24"
+							fill="currentColor"
+							class="size-4"
+						>
+							<path
+								d="M11.644 1.59a.75.75 0 0 1 .712 0l9.75 5.25a.75.75 0 0 1 0 1.32l-9.75 5.25a.75.75 0 0 1-.712 0l-9.75-5.25a.75.75 0 0 1 0-1.32l9.75-5.25Z"
+							/>
+							<path
+								d="m3.265 10.602 7.668 4.129a2.25 2.25 0 0 0 2.134 0l7.668-4.13 1.37.739a.75.75 0 0 1 0 1.32l-9.75 5.25a.75.75 0 0 1-.71 0l-9.75-5.25a.75.75 0 0 1 0-1.32l1.37-.738Z"
+							/>
+							<path
+								d="m10.933 19.231-7.668-4.13-1.37.739a.75.75 0 0 0 0 1.32l9.75 5.25c.221.12.489.12.71 0l9.75-5.25a.75.75 0 0 0 0-1.32l-1.37-.738-7.668 4.13a2.25 2.25 0 0 1-2.134-.001Z"
+							/>
+						</svg>
+					</div>
+					<div class=" self-center">{$i18n.t('Pipelines')}</div>
+				</button>
 			</div>
 			<div class="flex-1 md:min-h-[380px]">
 				{#if selectedTab === 'general'}
 					<General
 						saveHandler={() => {
-							show = false;
+							toast.success($i18n.t('Settings saved successfully!'));
 						}}
 					/>
 				{:else if selectedTab === 'users'}
 					<Users
 						saveHandler={() => {
-							show = false;
+							toast.success($i18n.t('Settings saved successfully!'));
 						}}
 					/>
 				{:else if selectedTab === 'db'}
 					<Database
 						saveHandler={() => {
-							show = false;
+							toast.success($i18n.t('Settings saved successfully!'));
+						}}
+					/>
+				{:else if selectedTab === 'banners'}
+					<Banners
+						saveHandler={() => {
+							toast.success($i18n.t('Settings saved successfully!'));
+						}}
+					/>
+				{:else if selectedTab === 'pipelines'}
+					<Pipelines
+						saveHandler={() => {
+							toast.success($i18n.t('Settings saved successfully!'));
 						}}
 					/>
 				{/if}

src/lib/components/chat/MessageInput/InputMenu.svelte

@@ -0,0 +1,75 @@
+<script lang="ts">
+	import { DropdownMenu } from 'bits-ui';
+	import { flyAndScale } from '$lib/utils/transitions';
+	import { getContext } from 'svelte';
+
+	import Dropdown from '$lib/components/common/Dropdown.svelte';
+	import GarbageBin from '$lib/components/icons/GarbageBin.svelte';
+	import Pencil from '$lib/components/icons/Pencil.svelte';
+	import Tooltip from '$lib/components/common/Tooltip.svelte';
+	import Tags from '$lib/components/chat/Tags.svelte';
+	import Share from '$lib/components/icons/Share.svelte';
+	import ArchiveBox from '$lib/components/icons/ArchiveBox.svelte';
+	import DocumentArrowUpSolid from '$lib/components/icons/DocumentArrowUpSolid.svelte';
+	import Switch from '$lib/components/common/Switch.svelte';
+	import GlobeAltSolid from '$lib/components/icons/GlobeAltSolid.svelte';
+	import { config } from '$lib/stores';
+
+	const i18n = getContext('i18n');
+
+	export let uploadFilesHandler: Function;
+	export let webSearchEnabled: boolean;
+
+	export let onClose: Function;
+
+	let show = false;
+</script>
+
+<Dropdown
+	bind:show
+	on:change={(e) => {
+		if (e.detail === false) {
+			onClose();
+		}
+	}}
+>
+	<Tooltip content={$i18n.t('More')}>
+		<slot />
+	</Tooltip>
+
+	<div slot="content">
+		<DropdownMenu.Content
+			class="w-full max-w-[190px] rounded-xl px-1 py-1  border-gray-300/30 dark:border-gray-700/50 z-50 bg-white dark:bg-gray-850 dark:text-white shadow"
+			sideOffset={15}
+			alignOffset={-8}
+			side="top"
+			align="start"
+			transition={flyAndScale}
+		>
+			{#if $config?.features?.enable_web_search}
+				<div
+					class="flex gap-2 items-center px-3 py-2 text-sm font-medium cursor-pointer rounded-xl"
+				>
+					<div class="flex-1 flex items-center gap-2">
+						<GlobeAltSolid />
+						<div class="flex items-center">{$i18n.t('Web Search')}</div>
+					</div>
+
+					<Switch bind:state={webSearchEnabled} />
+				</div>
+
+				<hr class="border-gray-100 dark:border-gray-800 my-1" />
+			{/if}
+
+			<DropdownMenu.Item
+				class="flex gap-2 items-center px-3 py-2 text-sm  font-medium cursor-pointer hover:bg-gray-50 dark:hover:bg-gray-800  rounded-xl"
+				on:click={() => {
+					uploadFilesHandler();
+				}}
+			>
+				<DocumentArrowUpSolid />
+				<div class="flex items-center">{$i18n.t('Upload Files')}</div>
+			</DropdownMenu.Item>
+		</DropdownMenu.Content>
+	</div>
+</Dropdown>

src/lib/components/chat/Messages.svelte

@@ -1,7 +1,7 @@
 <script lang="ts">
 	import { v4 as uuidv4 } from 'uuid';
 
-	import { chats, config, modelfiles, settings, user as _user, mobile } from '$lib/stores';
+	import { chats, config, settings, user as _user, mobile } from '$lib/stores';
 	import { tick, getContext } from 'svelte';
 
 	import { toast } from 'svelte-sonner';
@@ -26,7 +26,6 @@
 
 	export let user = $_user;
 	export let prompt;
-	export let suggestionPrompts = [];
 	export let processing = '';
 	export let bottomPadding = false;
 	export let autoScroll;
@@ -34,7 +33,6 @@
 	export let messages = [];
 
 	export let selectedModels;
-	export let selectedModelfiles = [];
 
 	$: if (autoScroll && bottomPadding) {
 		(async () => {
@@ -244,12 +242,10 @@
 	};
 </script>
 
-<div class="h-full flex mb-16">
+<div class="h-full flex">
 	{#if messages.length == 0}
 		<Placeholder
-			models={selectedModels}
+			modelIds={selectedModels}
-			modelfiles={selectedModelfiles}
-			{suggestionPrompts}
 			submitPrompt={async (p) => {
 				let text = p;
 
@@ -289,7 +285,7 @@
 		<div class="w-full pt-2">
 			{#key chatId}
 				{#each messages as message, messageIdx}
-					<div class=" w-full {messageIdx === messages.length - 1 ? 'pb-28' : ''}">
+					<div class=" w-full {messageIdx === messages.length - 1 ? ' pb-12' : ''}">
 						<div
 							class="flex flex-col justify-between px-5 mb-3 {$settings?.fullScreenMode ?? null
 								? 'max-w-full'
@@ -316,7 +312,6 @@
 								{#key message.id}
 									<ResponseMessage
 										{message}
-										modelfiles={selectedModelfiles}
 										siblings={history.messages[message.parentId]?.childrenIds ?? []}
 										isLastMessage={messageIdx + 1 === messages.length}
 										{readOnly}
@@ -345,10 +340,10 @@
 									<CompareMessages
 										bind:history
 										{messages}
+										{readOnly}
 										{chatId}
 										parentMessage={history.messages[message.parentId]}
 										{messageIdx}
-										{selectedModelfiles}
 										{updateChatMessages}
 										{confirmEditResponseMessage}
 										{rateMessage}